陈立新 张琳 黄颖：中美欧日韩五局专利报告3140.doc

█武汉大学科教管理与评价研究中心 陈立新 张琳 黄颖

微信号：chenlixinip5

附录2  2021年PCT国际专利申请统计分析报告

附录2.7 各技术领域的PCT专利申请状况

附录2.7.30 计算机模式体系架构领域的PCT专利申请状况

第30个技术领域是计算机模式体系架构，主要包括人工智能等知识和数学模式，还包括通用计算机整机体系和架构，以及新一代生物、量子等计算机体系和架构。2021年，该领域的PCT专利申请总计2560项（增长率为24.5%），占总申请量的1%，是申请量第42多的领域。

2021年，中国局在计算机模式体系架构领域上申请PCT专利567项，占该领域申请量的22.1%。美国局在该领域上申请专利835项，份额为32.6%。日本局申请专利407项，份额为15.9%。欧洲局申请专利280项，份额为10.9%。

 

附表2.7.30-1  2021年计算机模式体系架构领域各专利局的PCT专利申请数量

	专利局	申请数量	占本局比例	占领域比例
1	中国	567	0.8%	22.1%
2	美国	835	1.5%	32.6%
3	日本	407	0.9%	15.9%
4	欧洲	280	0.8%	10.9%
5	韩国	162	0.9%	6.3%
6	国际	141	1.1%	5.5%
7	英国	16	0.5%	0.6%
8	法国	5	0.2%	0.2%
9	加拿大	33	1.8%	1.3%
10	澳大利亚	7	0.5%	0.3%
11	土耳其	6	0.4%	0.2%
12	德国	4	0.3%	0.2%
13	以色列	15	1.1%	0.6%
14	瑞典	13	1.0%	0.5%
15	其他	69	--	2.7%
	小计	2560	--	100%

注：本表按照提交PCT国际专利申请的专利局进行统计。

 

 

附图2.7.30-1  2021年计算机模式体系架构领域各专利局的PCT专利申请数量对比

 

2021年，在计算机模式体系架构领域上PCT专利申请最多的机构是华为技术公司、日本电信电话株式会社、NEC公司。

 

附表2.7.30-2  2021年计算机模式体系架构领域的PCT国际专利申请前10机构

	机构名称	国家	机构英文名称	2021
1	华为技术公司	中国	HUAWEI TECHNOLOGIES CO., LTD.	134
2	日本电信电话株式会社	日本	NIPPON TELEGRAPH AND TELEPHONE   CORPORATION	94
3	NEC公司	日本	NEC CORPORATION	93
4	国际商业机器公司	美国	INTERNATIONAL BUSINESS MACHINES   CORPORATION	85
5	微软技术许可公司	美国	MICROSOFT TECHNOLOGY LICENSING,   LLC	73
6	谷歌公司	美国	GOOGLE LLC	64
7	三星电子公司	韩国	SAMSUNG ELECTRONICS CO., LTD.	63
8	富士通公司	日本	FUJITSU LTD.	50
9	平安科技（深圳）有限公司	中国	PING AN TECHNOLOGY (SHENZHEN)   CO., LTD.	43
10	美光科技公司	美国	MICRON TECHNOLOGY, INC	42

注：本表数据按照第一申请人进行统计。

 

附图2.7.30-2  2021年计算机模式体系架构领域的PCT国际专利申请前10机构

 

 

 

 

 

 

 

致谢

感谢大连理工大学刘则渊教授、河南师范大学梁立明教授、科技部中国科学技术发展战略研究院武夷山研究员、大连理工大学丁堃教授、大连理工大学杨中楷教授对本报告的大力支持与帮助。同时，向以不同形式对本报告提出意见和建议的专家学者们表示诚挚的感谢。

如需要中美欧日韩五局及PCT专利数据、专利报告，以及咨询相关专利问题请添加微信号。

微信号：chenlixinip5

 

 

附表  2021年该领域PCT国际专利申请

 

ID	Title	Applicant
WO/2021/042155	SELF-PROGRAMMING MACHINE AND METHOD	INGENIATION PTY LTD
WO/2021/056043	DECENTRALISED ARTIFICIAL INTELLIGENCE (AI)/MACHINE LEARNING  TRAINING SYSTEM	PRESAGEN PTY LTD
WO/2021/051163	QUANTUM INFORMATION PROCESSING DEVICE, ASSEMBLY, ARRANGEMENT,  SYSTEM AND SENSOR	THE AUSTRALIAN NATIONAL UNIVERSITY
WO/2021/092661	GLOBAL CONTROL FOR QUANTUM COMPUTING SYSTEMS	NEWSOUTH INNOVATIONS PTY LIMITED
WO/2021/207797	METHOD AND SYSTEM FOR CONDITIONING DATA SETS FOR EFFICIENT  COMPUTATIONAL	AUSTRALIA AND NEW ZEALAND BANKING GROUP LIMITED
WO/2021/243419	AN ADVANCED QUANTUM PROCESSOR ARCHITECTURE	NEWSOUTH INNOVATIONS PTY LIMITED
WO/2021/258158	QUANTUM COMPUTER-IMPLEMENTED SOLVER	THE UNIVERSITY OF MELBOURNE
WO/2021/062512	SYSTEM AND METHOD FOR PROCESSING USER REQUESTS BY A PLURALITY  OF NETWORKED COMPUTING DEVICES	ORMUCO INC.
WO/2021/003580	RYDBERG EXCITON QUANTUM SIMULATOR	NATIONAL RESEARCH COUNCIL OF CANADA
WO/2021/003581	BLOCKCHAIN MICROPROCESSOR AND METHOD	CARBON-BLOCK INC.
WO/2021/012040	METHODS AND SYSTEMS FOR STATE NAVIGATION	HATAMI-HANZA, Hamid
WO/2021/022375	SYSTEMS, DEVICES, ARTICLES, AND METHODS TO INTERACT WITH  INFORMATION STORED IN BOUND-EXCITON STATES ASSOCIATED WITH LUMINESCENT  SILICON DEFECTS	PHOTONIC INC.
WO/2021/022376	SYSTEMS, DEVICES, ARTICLES, AND METHODS TO INTERACT WITH  INFORMATION STORED IN ORBITAL STATES ASSOCIATED WITH SILICON DEFECTS	PHOTONIC INC.
WO/2021/056112	TRAINING METHOD FOR QUANTIZING THE WEIGHTS AND INPUTS OF A  NEURAL NETWORK	PARTOVI NIA, Vahid
WO/2021/056115	SYSTEMS AND METHODS FOR CANCELLATION OF CROSSTALK	QUANTUM BENCHMARK, INC.
WO/2021/068069	MACHINE LEARNING SEGMENTATION METHODS AND SYSTEMS	KINAXIS INC.
WO/2021/072536	INTERACTIVE MACHINE LEARNING	KINAXIS INC.
WO/2021/072537	INTERACTIVE MACHINE LEARNING	KINAXIS INC.
WO/2021/072556	SYSTEMS AND METHODS FOR MACHINE LEARNING INTERPRETABILITY	KINAXIS INC.
WO/2021/077227	METHOD AND SYSTEM FOR GENERATING ASPECTS ASSOCIATED WITH A  FUTURE EVENT FOR A SUBJECT	KINAXIS INC.
WO/2021/081641	MOLECULAR COMPUTING METHODS AND SYSTEMS FOR SOLVING  COMPUTATIONAL PROBLEMS	THE GOVERNING COUNCIL OF THE UNIVERSITY OF TORONTO
WO/2021/113973	CONSTRAINED CONTEXTUAL BANDIT REINFORCEMENT LEARNING	INTEGRATE.AI INC.
WO/2021/127779	METHOD AND SYSTEM FOR EFFICIENT QUANTUM OPTICAL DESIGN USING  NON-LINEAR MAPPINGS	THE GOVERNING COUNCIL OF THE UNIVERSITY OF TORONTO
WO/2021/138746	QUANTUM COMPUTER ARCHITECTURE BASED ON SILICON DONOR QUBITS  COUPLED BY PHOTONS	THE UNIVERSITY OF BRITISH COLUMBIA
WO/2021/142532	ACTIVITY RECOGNITION WITH DEEP EMBEDDINGS	HALTERIX CORPORATION
WO/2021/151203	METHOD AND SYSTEM FOR IMPROVING QUALITY OF A DATASET	ELEMENT AI INC.
WO/2021/155466	ACTIVE LEARNING FOR ATTRIBUTE GRAPHS	HUAWEI TECHNOLOGIES CANADA CO., LTD.
WO/2021/159201	INITIALIZATION OF PARAMETERS FOR MACHINE-LEARNED TRANSFORMER  NEURAL NETWORK ARCHITECTURES	THE TORONTO-DOMINION BANK
WO/2021/163787	SYSTEMS AND METHODS OF GENERATING CONTEXT SPECIFICATION FOR  CONTEXTUALIZED SEARCHES AND CONTENT DELIVERY	STACKADAPT, INC.
WO/2021/174370	METHOD AND SYSTEM FOR SPLITTING AND BIT-WIDTH ASSIGNMENT OF  DEEP LEARNING MODELS FOR INFERENCE ON DISTRIBUTED SYSTEMS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/195783	METHOD OF SIMULATING A QUANTUM COMPUTATION, SYSTEM FOR  SIMULATING A QUANTUM COMPUTATION, METHOD FOR ISSUING A COMPUTATIONAL KEY,  SYSTEM FOR ISSUING A COMPUTATIONAL KEY	THE UNIVERSITY OF BRITISH COLUMBIA
WO/2021/203202	METHOD OF PERFORMING A QUANTUM COMPUTATION	SOCPRA SCIENCES ET GENIE S.E.C.
WO/2021/207847	METHODS AND SYSTEMS FOR QUANTUM SIMULATION OF MOLECULAR AND  SPIN SYSTEMS	1QB INFORMATION TECHNOLOGIES INC.
WO/2021/226709	NEURAL ARCHITECTURE SEARCH WITH IMITATION LEARNING	FLUENT.AI INC.
WO/2021/226720	SYSTEM AND METHOD FOR MEMORY COMPRESSION FOR DEEP LEARNING  NETWORKS	THE GOVERNING COUNCIL OF THE UNIVERSITY OF TORONTO
WO/2021/232149	METHOD AND SYSTEM FOR TRAINING INSPECTION EQUIPMENT FOR  AUTOMATIC DEFECT CLASSIFICATION	NIDEC-READ CORPORATION
WO/2021/237362	QUANTUM ANALOG COMPUTING AT ROOM TEMPERATURE USING  CONVENTIONAL ELECTRONIC CIRCUITRY	TECHNOLOGIES INFINITYQ INC.
WO/2021/243454	METHODS AND SYSTEMS FOR IMPROVING AN ESTIMATION OF A PROPERTY  OF A QUANTUM STATE	1QB INFORMATION TECHNOLOGIES INC.
WO/2021/243473	IMPROVED KNOWLEDGE DISTILLATION BY UTILIZING BACKWARD PASS  KNOWLEDGE IN NEURAL NETWORKS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/258188	DEEP-LEARNING FOR DISTRIBUTED CHANNEL FEEDBACK AND PRECODING	HUAWEI TECHNOLOGIES CANADA CO., LTD.
WO/2021/000244	HYPERPARAMETER RECOMMENDATION FOR MACHINE LEARNING METHOD	ALIBABA GROUP HOLDING LIMITED
WO/2021/000281	INSTRUCTIONS FOR OPERATING ACCELERATOR CIRCUIT	HUAXIA GENERAL PROCESSOR TECHNOLOGIES INC.
WO/2021/000285	DATA PROCESSING SYSTEM AND METHOD, ENCODING UNIT, PROCESSING  ENGINE, AND STORAGE MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/003681	METHOD AND SYSTEM FOR NEUROPSYCHOLOGICAL PERFORMANCE TEST	JUMELLE, Frederic Andre
WO/2021/007743	METHOD AND APPARATUS FOR SEARCHING NEURAL NETWORK ARCHITECTURE	FUJITSU LIMITED
WO/2021/007812	DEEP NEURAL NETWORK HYPERPARAMETER OPTIMIZATION METHOD,  ELECTRONIC DEVICE AND STORAGE MEDIUM	SHENZHEN UNIVERSITY
WO/2021/012121	ROBOT PATH PLANNING DEVICE, METHOD AND APPARATUS, AND  COMPUTER-READABLE STORAGE MEDIUM	SIEMENS LTD., CHINA
WO/2021/012148	DATA PROCESSING METHOD AND APPARATUS BASED ON DEEP NEURAL  NETWORK, AND MOBILE DEVICE	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/012215	NEURAL NETWORK SEGMENTATION METHOD, PREDICTION METHOD AND  RELATED DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/022441	DATA TRANSMISSION METHOD AND DEVICE, ELECTRONIC DEVICE AND  READABLE STORAGE MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/022455	METHOD AND APPARATUS FOR AUTONOMOUS DECISION OF NETWORK NODE	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/022521	METHOD FOR PROCESSING DATA, AND METHOD AND DEVICE FOR TRAINING  NEURAL NETWORK MODEL	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/022572	ACTIVE SAMPLING METHOD BASED ON META-LEARNING	RESEARCH INSTITUTE OF ARTIFICIAL INTELLIGENCE OF AI VALLEY,  NANJING, LTD.
WO/2021/031137	ARTIFICIAL INTELLIGENCE APPLICATION DEVELOPMENT SYSTEM,  COMPUTER DEVICE AND STORAGE MEDIUM	SHENZHEN CORERAIN TECHNOLOGIES CO.LTD
WO/2021/007919	MEMORY NETWORK METHOD BASED ON AUTOMATIC ADDRESSING AND  RECURSIVE INFORMATION INTEGRATION	PEKING UNIVERSITY SHENZHEN GRADUATE SCHOOL
WO/2021/031154	METHOD AND DEVICE FOR LOADING FEATURE MAP OF NEURAL NETWORK	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/035394	DISTRIBUTED ARTIFICIAL INTELLIGENCE APPLICATION DATA  ACCELERATION METHOD AND SYSTEM, AND COMPUTER DEVICE	SHENZHEN CORERAIN TECHNOLOGIES CO. LTD
WO/2021/035454	DATA TRANSMISSION CIRCUIT AND METHOD, CORE, CHIP, ELECTRONIC  DEVICE, AND STORAGE MEDIUM	STREAM COMPUTING INC.
WO/2021/035609	INTERACTION METHOD, DEVICE AND SYSTEM, AND READABLE STORAGE  MEDIUM	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/046713	METHOD AND APPARATUS FOR GENERATING ARCHITECTURE SPECIFIC  CONVOLUTION GRADIENT KERNELS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/056180	CURSOR-BASED ADAPTIVE QUANTIZATION FOR DEEP NEURAL NETWORKS	BAIDU.COM TIMES TECHNOLOGY (BEIJING) CO., LTD.
WO/2021/056197	ROOT CAUSE ANALYSIS METHOD AND APPARATUS, ELECTRONIC DEVICE,  MEDIUM AND PROGRAM PRODUCT	SIEMENS LTD., CHINA
WO/2021/056201	METHOD AND DEVICE FOR EVALUATING SYSTEM TO BE DEPLOYED, AND  COMPUTER READABLE STORAGE MEDIUM	SIEMENS AKTIENGESELLSCHAFT
WO/2021/056389	METHODS AND APPARATUS TO PROCESS MACHINE LEARNING MODEL IN  WEB-BROWSER ENVIRONMENT	INTEL CORPORATION
WO/2021/056390	SYNCHRONOUS TRAINING METHOD AND CLUSTER FOR CONVOLUTIONAL  NEURAL NETWORK MODEL, AND READABLE STORAGE MEDIUM	INSPUR ELECTRONIC INFORMATION INDUSTRY CO., LTD.
WO/2021/031298	IMAGE PROCESSING METHOD, APPARATUS AND DEVICE	INSPUR ELECTRONIC INFORMATION INDUSTRY CO., LTD.
WO/2021/056541	METHOD AND DEVICE FOR PROCESSING DATA	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/062748	OPTIMIZATION METHOD AND APPARATUS FOR INTEGRATED ENERGY SYSTEM  AND COMPUTER READABLE STORAGE MEDIUM	SIEMENS AKTIENGESELLSCHAFT
WO/2021/062753	INTEGRATED ENERGY SYSTEM SIMULATION METHOD, APPARATUS AND  COMPUTER-READABLE STORAGE MEDIUM	SIEMENS AKTIENGESELLSCHAFT
WO/2021/068142	TRAINING METHOD AND DETECTION METHOD FOR AUTOMATICALLY  IDENTIFYING RECAPTURED IMAGE OF ORIGINAL DOCUMENT	SHENZHEN UNIVERSITY
WO/2021/068180	METHOD AND SYSTEM FOR CONTINUAL META-LEARNING	BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD.
WO/2021/068182	SYSTEMS AND METHODS FOR INSTANCE SEGMENTATION BASED ON  SEMANTIC SEGMENTATION	BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD.
WO/2021/012406	BATCH NORMALIZATION DATA PROCESSING METHOD AND APPARATUS,  ELECTRONIC DEVICE, AND STORAGE MEDIUM	SHENZHEN SENSETIME TECHNOLOGY CO., LTD.
WO/2021/031311	SUPERNET CONSTRUCTION METHOD AND DEVICE, SUPERNET USAGE METHOD  AND DEVICE, AND MEDIUM	BEIJING XIAOMI INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/068249	METHOD AND APPARATUS FOR HARDWARE SIMULATION AND EMULATION  DURING RUNNING, AND DEVICE AND STORAGE MEDIUM	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/035894	SUB-NETWORK SAMPLING METHOD, AND METHOD AND DEVICE FOR  CONSTRUCTING SUPER-NETWORK TOPOLOGICAL STRUCTURE	BEIJING XIAOMI MOBILE SOFTWARE CO., LTD.
WO/2021/051463	RESIDUAL QUANTIZATION OF BIT-SHIFT WEIGHTS IN ARTIFICIAL  NEURAL NETWORK	HONG KONG APPLIED SCIENCE AND TECHNOLOGY RESEARCH INSTITUTE  COMPANY LIMITED
WO/2021/027052	INTERLAYER PARSING-BASED INPUT INSTANCE VERFICATION METHOD FOR  NEURAL NETWORK MODEL	NANJING UNIVERSITY
WO/2021/072732	MATRIX COMPUTING CIRCUIT, APPARATUS AND METHOD	STREAM COMPUTING INC
WO/2021/077282	NEURAL NETWORK MODEL CONVERSION METHOD AND APPARATUS, SERVER,  AND STORAGE MEDIUM	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/077283	NEURAL NETWORK COMPUTATION COMPRESSION METHOD, SYSTEM, AND  STORAGE MEDIUM	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/077284	NEURAL NETWORK OPERATING SYSTEM AND METHOD	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/081739	DEVICE CAPABILITY AWARE TECHNOLOGY TO EXECUTE DEEP LEARNING  COMPUTATION GRAPHS IN WEB APPLICATIONS	INTEL CORPORATION
WO/2021/046986	SELECTION METHOD FOR CALCULATION BIT WIDTH OF MULTI-BIT-WIDTH  PE ARRAY AND CALCULATION PRECISION CONTROL CIRCUIT	SOUTHEAST UNIVERSITY
WO/2021/003899	IN-MEMORY COMPUTING CIRCUIT SUITABLE FOR FULLY-CONNECTED  BINARY NEURAL NETWORK	SOUTHEAST UNIVERSITY
WO/2021/000469	BINARY NEURAL NETWORK ACCUMULATOR CIRCUIT BASED ON ANALOGUE  DELAY CHAIN	SOUTHEAST UNIVERSITY
WO/2021/081809	NETWORK ARCHITECTURE SEARCH METHOD AND APPARATUS, AND STORAGE  MEDIUM AND COMPUTER PROGRAM PRODUCT	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/081854	CONVOLUTION OPERATION CIRCUIT AND CONVOLUTION OPERATION METHOD	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/031350	CONVOLUTIONAL NETWORK ACCELERATION METHOD, DEVICE AND SYSTEM	INSPUR ELECTRONIC INFORMATION INDUSTRY CO., LTD.
WO/2021/031351	DATA PROCESSING SYSTEM AND METHOD, AND MEDIUM	INSPUR ELECTRONIC INFORMATION INDUSTRY CO., LTD.
WO/2021/012446	KNOWLEDGE REPRESENTATION MODEL CREATION METHOD	GUANGDONG INSTITUTE OF INTELLIGENT MANUFACTURING
WO/2021/022685	NEURAL NETWORK TRAINING METHOD AND APPARATUS, AND TERMINAL  DEVICE	TUCODEC, CO., LTD.
WO/2021/008017	FEDERATION LEARNING METHOD, SYSTEM, TERMINAL DEVICE AND  STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/056705	METHOD FOR DETECTING DAMAGE TO OUTSIDE OF HUMAN BODY ON BASIS  OF SEMANTIC SEGMENTATION NETWORK, AND RELATED DEVICE	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/017268	DOUBLE-ARCHITECTURE-BASED SEQUENCE LABELING METHOD, DEVICE,  AND COMPUTER DEVICE	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/092758	FEDERATED LEARNING METHOD AND APPARATUS, AND COMPUTER-READABLE  STORAGE MEDIUM	WEBANK CO., LTD.
WO/2021/051556	DEEP LEARNING WEIGHT UPDATING METHOD AND SYSTEM, AND COMPUTER  DEVICE AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/051565	MACHINE LEARNING-BASED SEMANTIC PARSING METHOD AND APPARATUS,  ELECTRONIC DEVICE, AND COMPUTER NON-VOLATILE READABLE STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/068335	DATA PROCESSING METHOD, APPARATUS AND STORAGE MEDIUM	CENTEC NETWORKS (SUZHOU) CO., LTD.
WO/2021/017293	RULE TRAINING METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/027152	IMAGE SYNTHESIS METHOD BASED ON CONDITIONAL GENERATIVE  ADVERSARIAL NETWORK, AND RELATED DEVICE	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/092796	NEURAL NETWORK MODEL DEPLOYMENT METHOD AND APPARATUS, AND  DEVICE	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/008037	A-BILSTM NEURAL NETWORK-BASED TEXT CLASSIFICATION METHOD,  STORAGE MEDIUM, AND COMPUTER DEVICE	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/056748	ARTIFICIAL SENSORY NERVOUS CIRCUIT AND MANUFACTURING METHOD  THEREFOR	INSTITUTE OF MICROELECTRONICS OF THE CHINESE ACADEMY OF  SCIENCES
WO/2021/051596	MODEL PREDICTION OPTIMIZATION METHOD, APPARATUS AND DEVICE,  AND READABLE STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/092890	DISTRIBUTED AI TRAINING TOPOLOGY BASED ON FLEXIBLE CABLE  CONNECTION	BAIDU.COM TIMES TECHNOLOGY (BEIJING) CO., LTD.
WO/2021/092896	NEURAL-LIKE CIRCUIT AND OPERATION METHOD	JIANGSU ADVANCED MEMORY TECHNOLOGY CO., LTD.
WO/2021/092897	NEURAL-LIKE CIRCUIT AND OPERATION METHOD	JIANGSU ADVANCED MEMORY TECHNOLOGY CO., LTD.
WO/2021/092899	NEURAL-LIKE CIRCUIT AND OPERATION METHOD	JIANGSU ADVANCED MEMORY TECHNOLOGY CO., LTD.
WO/2021/092901	NEURAL-LIKE CIRCUIT AND OPERATION METHOD	JIANGSU ADVANCED MEMORY TECHNOLOGY CO., LTD.
WO/2021/092941	ROI-POOLING LAYER COMPUTATION METHOD AND DEVICE, AND NEURAL  NETWORK SYSTEM	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/022717	METHOD AND APPARATUS FOR ANALYZING FEATURE CORRELATION IN  FEDERATED LEARNING, AND READABLE STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/036014	FEDERATED LEARNING CREDIT MANAGEMENT METHOD, APPARATUS AND  DEVICE, AND READABLE STORAGE MEDIUM	WEBANK CO.,LTD
WO/2021/097702	TECHNIQUES FOR LEVERAGING POST-TRANSACTION DATA FOR PRIOR  TRANSACTIONS TO ALLOW USE OF RECENT TRANSACTION DATA	PAYPAL, INC.
WO/2021/102679	RANK SELECTION IN TENSOR DECOMPOSITION BASED ON REINFORCEMENT  LEARNING FOR DEEP NEURAL NETWORKS	BAIDU.COM TIMES TECHNOLOGY (BEIJING) CO., LTD.
WO/2021/077533	COMPUTING METHOD AND APPARATUS FOR CONVOLUTIONAL NEURAL  NETWORK MODEL	INSPUR ELECTRONIC INFORMATION INDUSTRY CO., LTD.
WO/2021/068376	CONVOLUTION PROCESSING METHOD AND SYSTEM APPLIED TO  CONVOLUTIONAL NEURAL NETWORK, AND RELATED COMPONENTS	INSPUR ELECTRONIC INFORMATION INDUSTRY CO., LTD.
WO/2021/097899	AFFERENT NEURON CIRCUIT AND MECHANORECEPTIVE SYSTEM	INSTITUTE OF MICROELECTRONICS OF THE CHINESE ACADEMY OF  SCIENCES
WO/2021/102946	COMPUTING APPARATUS AND METHOD, PROCESSOR, AND MOVABLE DEVICE	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/109050	SMT SOLDER JOINT QUALITY CONTROL METHOD AND SYSTEM BASED ON  PARTICLE SWARM OPTIMIZATION	DBG TECHNOLOGY CO., LTD.
WO/2021/109097	GRAPHICAL USER INTERFACE FOR EMAIL FILE CONTENT	CITRIX SYSTEMS, INC.
WO/2021/114133	METHOD AND SYSTEM FOR INFORMED DECISION MAKING	AUTONYM PTE. LTD.
WO/2021/120010	METHODS AND APPARATUS TO IDENTIFY ABNORMAL BEHAVIOR WITHIN  SETS OF INTERNET-OF-THINGS DEVICES	ORANGE
WO/2021/120028	METHODS AND APPARATUS FOR MODIFYING MACHINE LEARNING MODEL	INTEL CORPORATION
WO/2021/027214	SPIKING CONVOLUTIONAL NEURAL NETWORK EMPLOYING FLASH  MEMORY-BASED COMPUTATIONAL STORAGE ARRAY	PEKING UNIVERSITY
WO/2021/017378	FPGA-BASED CONVOLUTION PARAMETER ACCELERATION DEVICE AND DATA  READ-WRITE METHOD	ANLOGIC INFOTECH CO., LTD
WO/2021/120136	STORAGE COMPUTING ARRAY AND MODULE, AND DATA COMPUTING METHOD	ZHEJIANG UNIVERSITY
WO/2021/120177	METHOD AND APPARATUS FOR COMPILING NEURAL NETWORK MODEL	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/128101	TECHNICAL SERVICE-BASED CALCULATOR USED FOR ENGINEERING COST	WEI, Yang
WO/2021/128230	DEEP LEARNING-BASED MEDICAL IMAGE PROCESSING METHOD AND  SYSTEM, AND COMPUTER DEVICE	SHANGHAI ARIGIN MEDICAL CO. LTD.
WO/2021/128293	MODEL TRAINING METHOD AND APPARATUS, AND STORAGE MEDIUM AND  PROGRAM PRODUCT	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/134231	COMPUTING RESOURCE ALLOCATION METHOD AND APPARATUS BASED ON  INFERENCE ENGINE, AND COMPUTER DEVICE	SHENZHEN DEEPROUTE.AI CO., LTD
WO/2021/047120	RESOURCE ALLOCATION METHOD IN FPGA HETEROGENEOUS ACCELERATOR  CARD CLUSTER, DEVICE, AND MEDIUM	INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD
WO/2021/134277	EMOTION RECOGNITION METHOD, INTELLIGENT DEVICE, AND  COMPUTER-READABLE STORAGE MEDIUM	UBTECH ROBOTICS CORP LTD
WO/2021/134350	INFERENCE METHOD AND APPARATUS FOR NEURAL NETWORK MODEL, AND  COMPUTER DEVICE AND STORAGE MEDIUM	SHENZHEN DEEPROUTE. AI CO., LTD
WO/2021/134417	INTERACTIVE BEHAVIOR PREDICTION METHOD, INTELLIGENT DEVICE,  AND COMPUTER READABLE STORAGE MEDIUM	UBTECH ROBOTICS CORP LTD
WO/2021/134459	AI INTELLIGENTIALIZATION BASED ON SIGNALING INTERACTION	ASIAINFO TECHNOLOGIES (CHINA) , INC.
WO/2021/012624	DEEP NEURAL NETWORK BASED ON FLASH ANALOG QUANTITY COMPUTING  ARRAY	PEKING UNIVERSITY
WO/2021/134519	DEVICE AND METHOD FOR REALIZING DATA SYNCHRONIZATION IN NEURAL  NETWORK INFERENCE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/223042	METHOD FOR IMPLEMENTING MACHINE INTELLIGENCE SIMILAR TO HUMAN  INTELLIGENCE	CHEN, Yongcong
WO/2021/217282	METHOD FOR IMPLEMENTING UNIVERSAL ARTIFICIAL INTELLIGENCE	CHEN, Yongcong
WO/2021/226731	METHOD FOR IMITATING HUMAN MEMORY TO REALIZE UNIVERSAL MACHINE  INTELLIGENCE	CHEN, Yongcong
WO/2021/232172	INTERPRETABLE MULTILAYER INFORMATION SCREENING NETWORK	CHEN, Yongcong
WO/2021/138842	METHODS AND APPARATUSES FOR PROCESSING NEURAL NETWORK	ALIBABA GROUP HOLDING LIMITED
WO/2021/138846	METHOD AND SYSTEM FOR REALIZING FPGA SERVER	INSTITUTE OF COMPUTING TECHNOLOGY, CHINESE ACADEMY OF SCIENCES
WO/2021/138857	METHOD, DEVICE, AND SYSTEM FOR DATA LABEL TAGGING	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/138877	VERTICAL FEDERATED LEARNING MODEL TRAINING OPTIMIZATION METHOD  AND APPARATUS, DEVICE, AND MEDIUM	WEBANK CO., LTD
WO/2021/088248	MEMRISTOR-BASED NEURAL NETWORK PARALLEL ACCELERATION METHOD,  PROCESSOR AND DEVICE	TSINGHUA UNIVERSITY
WO/2021/004056	METHOD FOR DATA TRANSMISSION AND RDMA NETWORK INTERFACE CARD	ADVANCED NEW TECHNOLOGIES CO., LTD.
WO/2021/027258	MODEL PARAMETER DETERMINATION METHOD AND APPARATUS, AND  ELECTRONIC DEVICE	ADVANCED NEW TECHNOLOGIES CO., LTD.
WO/2021/027260	METHOD AND DEVICE FOR PROCESSING INTERACTION SEQUENCE DATA	ADVANCED NEW TECHNOLOGIES CO., LTD.
WO/2021/036189	RDMA DATA SENDING AND RECEIVING METHODS, ELECTRONIC DEVICE AND  READABLE STORAGE MEDIUM	ADVANCED NEW TECHNOLOGIES CO., LTD.
WO/2021/142703	PARAMETER PROCESSING METHOD AND DEVICE EMPLOYING FEDERATED  TRANSFER LEARNING, AND STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/142713	NEURAL NETWORK PROCESSING METHOD, DEVICE AND SYSTEM	BITMAIN TECHNOLOGIES INC.
WO/2021/056941	METHOD, APPARATUS AND DEVICE FOR DYNAMICALLY ADJUSTING NEURAL  NETWORK CHANNEL	GUANGDONG INSPUR BIG DATA RESEARCH CO., LTD
WO/2021/146977	NEURAL ARCHITECTURE SEARCH METHOD AND APPARATUS	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/155504	CASCADE RELAXATION-BASED METHOD AND APPARATUS FOR READING  SUPERCONDUCTING QUBIT	UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA
WO/2021/159448	GENERAL NETWORK COMPRESSION FRAMEWORK AND COMPRESSION METHOD  BASED ON SEQUENCE RECOMMENDATION SYSTEM	SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY CHINESE ACADEMY OF  SCIENCES
WO/2021/168644	DATA PROCESSING APPARATUS, ELECTRONIC DEVICE, AND DATA  PROCESSING METHOD	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/168798	TRAINING METHOD FOR QUANTUM BOLTZMANN MACHINE, AND HYBRID  COMPUTER	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/082325	MEMRISTOR-BASED NEURAL NETWORK TRAINING METHOD AND TRAINING  APPARATUS THEREOF	TSINGHUA UNIVERSITY
WO/2021/179117	METHOD AND APPARATUS FOR SEARCHING NUMBER OF NEURAL NETWORK  CHANNELS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/179196	FEDERATED LEARNING-BASED MODEL TRAINING METHOD, ELECTRONIC  DEVICE, AND STORAGE MEDIUM	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/068454	METHOD FOR IDENTIFYING ENERGY OF MICRO-ENERGY DEVICE ON BASIS  OF BP NEURAL NETWORK	UNITED MICROELECTRONICS CENTER CO., LTD
WO/2021/179281	OPTIMIZING LOW PRECISION INFERENCE MODELS FOR DEPLOYMENT OF  DEEP NEURAL NETWORKS	INTEL CORPORATION
WO/2021/179289	OPERATIONAL METHOD AND APPARATUS OF CONVOLUTIONAL NEURAL  NETWORK, DEVICE, AND STORAGE MEDIUM	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/179290	SYSTEMS AND METHODS FOR SEMICONDUCTOR CHIP HOLE GEOMETRY  METROLOGY	YANGTZE MEMORY TECHNOLOGIES CO., LTD.
WO/2021/179333	TASK ALLOCATION METHOD AND APPARATUS, AND ELECTRONIC DEVICE  AND COMPUTER-READABLE STORAGE MEDIUM	STREAM COMPUTING INC.
WO/2021/179343	CHATBOT SYSTEM WITH MODEL LIFECYCLE MANAGEMENT	HONG KONG APPLIED SCIENCE AND TECHNOLOGY RESEARCH INSTITUTE  COMPANY LIMITED
WO/2021/168944	DATA BUFFER CIRCUIT AND METHOD	HANGZHOU ZHICUN INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/184345	PRIVACY MACHINE LEARNING IMPLEMENTATION METHOD AND APPARATUS,  AND DEVICE AND STORAGE MEDIUM	PLATON CO., LIMITED
WO/2021/184346	PRIVATE MACHINE LEARNING MODEL GENERATION AND TRAINING  METHODS, APPARATUS, AND ELECTRONIC DEVICE	PLATON CO., LIMITED
WO/2021/189209	TESTING METHOD AND VERIFICATION PLATFORM FOR ACCELERATOR	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/189225	MACHINE LEARNING MODEL TRAINING METHOD, ELECTRONIC DEVICE AND  STORAGE MEDIUM	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/022816	INTENT IDENTIFICATION METHOD BASED ON DEEP LEARNING NETWORK	NANJING SILICON INTELLIGENCE TECHNOLOGY CO., LTD.
WO/2021/174618	TRAINING METHOD FOR ELECTROENCEPHALOGRAPHY MODE CLASSIFICATION  MODEL, CLASSIFICATION METHOD AND SYSTEM	WUYI UNIVERSITY
WO/2021/195830	BEHAVIOR ANALYSIS METHOD AND APPARATUS, TERMINAL AND STORAGE  MEDIUM	SHENZHEN HEYTAP DIGITAL TECHNOLOGY CORP., LTD.
WO/2021/195845	METHODS AND SYSTEMS TO TRAIN ARTIFICIAL INTELLIGENCE MODULES	ORANGE
WO/2021/036255	METHOD AND APPARATUS FOR PROCESSING DATA, AND RELATED PRODUCT	SHANGHAI CAMBRICON INFORMATION TECHNOLOGY CO., LTD
WO/2021/196160	DATA STORAGE MANAGEMENT APPARATUS AND PROCESSING CORE	STREAM COMPUTING INC.
WO/2021/196239	NETWORK REPRESENTATION LEARNING ALGORITHM ACROSS MEDICAL DATA  SOURCES	TSINGHUA UNIVERSITY
WO/2021/098121	SHARED ENCODER GENERATION METHOD AND APPARATUS, AND ELECTRONIC  DEVICE	BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
WO/2021/073053	DEVICE AND METHOD FOR CONVOLUTION OPERATION	BAIDU ONLINE NETWORK TECHNOLOGY (BEIJING) CO., LTD.
WO/2021/203266	INTELLIGENT UPGRADE TO A DEBUG LOAD OPERATION FOR AN  ELECTRONIC DEVICE	ARRIS ENTERPRISES LLC
WO/2021/068469	QUANTIZATION AND FIXED-POINT FUSION METHOD AND APPARATUS FOR  NEURAL NETWORK	BAIDU ONLINE NETWORK TECHNOLOGY (BEIJING) CO., LTD.
WO/2021/114530	HARDWARE PLATFORM SPECIFIC OPERATOR FUSION IN MACHINE LEARNING	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/103392	CONFRONTATION STRUCTURED CONTROL-BASED BIONIC ROBOTIC FISH  MOTION CONTROL METHOD AND SYSTEM	INSTITUTE OF AUTOMATION, CHINESE ACADEMY OF SCIENCES
WO/2021/017546	NEURAL NETWORK QUANTIZATION METHOD AND APPARATUS, CHIP,  ELECTRONIC DEVICE AND BOARD CARD	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/147192	MACHINE HEURISTIC LEARNING METHOD, SYSTEM AND DEVICE FOR  OPERATION BEHAVIOR RECORD MANAGEMENT	XIAMEN ETOM SOFTWARE TECHNOLOGY CO., LTD.
WO/2021/036313	CHOLESKY DECOMPOSITION-BASED MATRIX INVERSION APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/147196	CONVOLUTION OPERATION METHOD, APPARATUS AND DEVICE, AND  STORAGE MEDIUM	INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD
WO/2021/179411	QUANTUM COMPUTING-ORIENTED DATA INTERACTION DEVICE, METHOD AND  APPARATUS AND MEDIUM	INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD
WO/2021/217502	COMPUTING ARCHITECTURE	XI'AN JIAOTONG UNIVERSITY
WO/2021/208149	HETEROGENEOUS COMPUTING SYSTEM AND HETEROGENEOUS COMPUTING  METHOD USING SYSTEM	TCL CHINA STAR OPTOELECTRONICS TECHNOLOGY CO., LTD.
WO/2021/208151	MODEL COMPRESSION METHOD, IMAGE PROCESSING METHOD AND DEVICE	SENSETIME GROUP LIMITED
WO/2021/103419	METHOD FOR EXCHANGING KNOWLEDGE BETWEEN AGENTS IN MULTI-AGENT  REINFORCEMENT LEARNING COLLABORATIVE TASK SCENARIO	ZHEJIANG UNIVERSITY
WO/2021/008206	NEURAL ARCHITECTURE SEARCH METHOD, AND IMAGE PROCESSING METHOD  AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/226782	CONVOLUTION CALCULATION APPARATUS AND METHOD, AND COMPUTER  STORAGE MEDIUM	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/012752	SPIKING NEURAL NETWORK-BASED SHORT-RANGE TRACKING METHOD AND  SYSTEM	INTELLIGENT TECHNOLOGY CO., LTD OF CHINESE CONSTRUCTION THIRD  ENGINEERING BUREAU
WO/2021/226893	OBJECT IDENTIFICATION SYSTEM AND RELATED DEVICE	HONGFUJIN PRECISION INDUSTRY（WUHAN）CO.,LTD.
WO/2021/226976	SOIL AVAILABLE NUTRIENT INVERSION METHOD BASED ON DEEP NEURAL  NETWORK	ANHUI ZHONGKE INTELLIGENT PERCEPTION INDUSTRIAL TECHNOLOGY  RESEARCH INSTITUTE CO., LTD.
WO/2021/227069	MODEL UPDATING METHOD AND APPARATUS, AND COMMUNICATION DEVICE	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/227091	MULTI-MODAL CLASSIFICATION METHOD BASED ON GRAPH CONVOLUTIONAL  NEURAL NETWORK	RESEARCH INSTITUTE OF ARTIFICIAL INTELLIGENCE OF AI VALLEY,  NANJING, LTD.
WO/2021/036362	METHOD AND APPARATUS FOR PROCESSING DATA, AND RELATED PRODUCT	SHANGHAI CAMBRICON INFORMATION TECHNOLOGY CO., LTD
WO/2021/232422	NEURAL NETWORK ARITHMETIC DEVICE AND CONTROL METHOD THEREOF	SZ DJI TECHNOLOGY CO., LTD.
WO/2021/057056	NEURAL ARCHITECTURE SEARCH METHOD, IMAGE PROCESSING METHOD AND  DEVICE, AND STORAGE MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/073104	3D PHASE CHANGE MEMORY-BASED 3D CONVOLUTION OPERATION DEVICE  AND METHOD	HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY
WO/2021/077744	IMAGE CLASSIFICATION METHOD, APPARATUS AND DEVICE, AND  COMPUTER READABLE STORAGE MEDIUM	INSPUR ELECTRONIC INFORMATION INDUSTRY CO., LTD.
WO/2021/057059	NEURAL NETWORK OBTAINING METHOD AND RELATED DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/147217	MEDICAL IMAGE CLASSIFICATION METHOD AND APPARATUS, AND MEDIUM  AND ELECTRONIC DEVICE	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/237755	NEURAL NETWORK SCHEDULING METHOD AND APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/068528	ATTENTION WEIGHT CALCULATION METHOD AND APPARATUS BASED ON  CONVOLUTIONAL NEURAL NETWORK, AND DEVICE	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/243489	DATA PROCESSING METHOD AND APPARATUS FOR NEURAL NETWORK	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/008257	COPROCESSOR AND DATA PROCESSING ACCELERATION METHOD THEREFOR	BEIJING ONEFLOW TECHNOLOGY CO., LTD
WO/2021/008258	DATA FLOW ACCELERATION MEMBER IN DATA PROCESSING PATH OF  COPROCESSOR AND METHOD THEREOF	BEIJING ONEFLOW TECHNOLOGY CO., LTD
WO/2021/008259	DATA PROCESSING SYSTEM FOR HETEROGENEOUS ARCHITECTURE AND  METHOD THEREFOR	BEIJING ONEFLOW TECHNOLOGY CO., LTD
WO/2021/008260	DATA EXECUTOR AND DATA PROCESSING METHOD THEREOF	BEIJING ONEFLOW TECHNOLOGY CO., LTD
WO/2021/057068	RDMA DATA FLOW CONTROL METHOD AND SYSTEM, ELECTRONIC DEVICE  AND READABLE STORAGE MEDIUM	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/047215	METHOD FOR SELECTING CALCULATION BIT WIDTH OF MULTI-BIT WIDTH  PE ARRAY AND CALCULATION PRECISION CONTROL CIRCUIT	SOUTHEAST UNIVERSITY
WO/2021/057085	HYBRID PRECISION STORAGE-BASED DEPTH NEURAL NETWORK  ACCELERATOR	SOUTHEAST UNIVERSITY
WO/2021/114585	MODEL TRAINING METHOD AND APPARATUS, AND ELECTRONIC DEVICE	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/243706	METHOD AND APPARATUS FOR CROSS-LANGUAGE QUESTION GENERATION	SUN YAT-SEN UNIVERSITY
WO/2021/036397	METHOD AND APPARATUS FOR GENERATING TARGET NEURAL NETWORK  MODEL	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/073125	PROCESSOR MEMORY OPTIMIZATION METHOD AND APPARATUS ORIENTED  TOWARD DEEP LEARNING TRAINING TASK	BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
WO/2021/103479	METHOD AND APPARATUS FOR TRAINING DEEP LEARNING MODEL	BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
WO/2021/088365	METHOD AND APPARATUS FOR DETERMINING NEURAL NETWORK	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/082460	AI PROCESSING METHOD AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/248409	PRUNING HARDWARE UNIT FOR TRAINING NEURAL NETWORK	ALIBABA GROUP HOLDING LIMITED
WO/2021/036412	DATA PROCESSING METHOD AND DEVICE, COMPUTER APPARATUS AND  STORAGE MEDIUM	SHANGHAI CAMBRICON INFORMATION TECHNOLOGY CO., LTD
WO/2021/022903	DATA PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE, AND  STORAGE MEDIUM	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/248433	METHOD AND SYSTEM FOR DUAL-SPARSE CONVOLUTION PROCESSING AND  PARALLELIZATION	MOFFETT TECHNOLOGIES CO., LIMITED
WO/2021/114594	QUANTUM COMPUTATIONAL METHOD USING DESTINATION SELECTION FOR  HIGHWAY TRAFFIC FLOW DISTRIBUTION SIMULATION	NANJING NORMAL UNIVERSITY
WO/2021/248443	GENERATE SOURCE CODE TO BUILD SECURE MACHINE LEARNING ENGINE  FOR EDGE DEVICES AND EXISTING TOOLCHAINS	QUALCOMM INCORPORATED
WO/2021/000716	METHOD AND DEVICE FOR GENERAL LEARNING BY COMPUTER, AND  NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM	CHENGDU CYBERKEY TECHNOLOGIES CO., LTD.
WO/2021/073137	RECONFIGURABLE PROCESSOR AND RECONFIGURABLE PROCESSOR SYSTEM	MORNINGCORE TECHNOLOGY CO., CHINA
WO/2021/248540	DATA LOADING CIRCUIT AND METHOD	HANGZHOU ZHICUN INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/248544	LOW RESOURCE COMPUTATIONAL BLOCK FOR TRAINED NEURAL NETWORK	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/017679	ADDRESS INFORMATION PARSING METHOD AND APPARATUS, SYSTEM AND  DATA ACQUISITION METHOD	SUNING.COM GROUP CO., LTD
WO/2021/253404	QUANTUM STATE ENCODING DEVICE AND METHOD, AND QUANTUM  PROCESSOR	UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA
WO/2021/253440	DEPTH-WISE OVER-PARAMETERIZATION	ALIBABA GROUP HOLDING LIMITED
WO/2021/051917	ARTIFICIAL INTELLIGENCE (AI) MODEL EVALUATION METHOD AND  SYSTEM, AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/051920	MODEL OPTIMIZATION METHOD AND APPARATUS, STORAGE MEDIUM, AND  DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/082486	METHOD FOR ACQUIRING SAMPLES, APPARATUS, DEVICE, STORAGE  MEDIUM AND PROGRAM	SHENZHEN SENSETIME TECHNOLOGY CO., LTD.
WO/2021/120577	METHOD FOR DATA COMPUTATION IN NEURAL NETWORK MODEL, IMAGE  PROCESSING METHOD, AND DEVICE	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/120578	FORWARD CALCULATION METHOD AND APPARATUS FOR NEURAL NETWORK,  AND COMPUTER-READABLE STORAGE MEDIUM	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/139104	METHOD AND APPARATUS FOR ADJUSTING RETE NETWORK STRUCTURE, AND  COMPUTER DEVICE	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/012894	METHOD AND APPARATUS FOR OBTAINING NEURAL NETWORK TEST REPORT,  DEVICE, AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/114616	FEDERATED LEARNING MODEL TRAINING METHOD AND RELATED DEVICE	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/114618	FEDERATED LEARNING METHOD AND APPARATUS, COMPUTER DEVICE, AND  READABLE STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/169115	RISK CONTROL METHOD, APPARATUS, ELECTRONIC DEVICE, AND  COMPUTER-READABLE STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/000890	SPIKING NEURAL NETWORK COMPUTING SYSTEM AND METHOD FOR  BRAIN-LIKE INTELLIGENCE AND COGNITIVE COMPUTING	NEUROCEAN TECHNOLOGIES INC.
WO/2021/051958	MODEL OPERATION METHOD AND SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/004366	NEURAL NETWORK ACCELERATOR BASED ON STRUCTURED PRUNING AND  LOW-BIT QUANTIZATION, AND METHOD	ZHEJIANG UNIVERSITY
WO/2021/143070	COMPRESSION METHOD AND APPARATUS FOR DEEP NEURAL NETWORK  MODEL, AND STORAGE MEDIUM	BEIJING SMARTCHIP MICROELECTRONICS TECHNOLOGY COMPANY LIMITED
WO/2021/000958	METHOD AND APPARATUS FOR REALIZING MODEL TRAINING, AND  COMPUTER STORAGE MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/004435	METHOD AND SYSTEM FOR TRAINING REINFORCEMENT LEARNING AGENT  USING ADVERSARIAL SAMPLING	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/057166	METHOD AND APPARATUS FOR IMPLEMENTING EXTERNAL CALL IN FPGA	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/082511	MODEL TRAINING METHOD AND CONTROL PARAMETER DETERMINATION  METHOD AND DEVICE	BEIJING GRIDSUM TECHNOLOGY CO., LTD.
WO/2021/082518	MACHINE TRANSLATION METHOD, MACHINE TRANSLATION MODEL TRAINING  METHOD AND DEVICE, AND STORAGE MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/004466	NEUROMORPHIC COMPUTING CIRCUIT BASED ON MULTI-BIT PARALLEL  BINARY SYNAPTIC ARRAY	ZHEJIANG UNIVERSITY
WO/2021/004478	DISTRIBUTED AI SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/057184	EFFICIENT OPERATION METHOD AND APPARATUS FOR SECURITY  INTELLIGENT CONTRACT PROCESSOR BASED ON FPGA	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/057186	NEURAL NETWORK TRAINING METHOD, DATA PROCESSING METHOD, AND  RELATED APPARATUSES	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/077814	PUSH MODEL OPTIMIZATION METHOD AND DEVICE EXECUTED BY USER  TERMINAL	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/114665	QUANTUM CHIP CONTROLLER, QUANTUM COMPUTATION PROCESSING  SYSTEM, AND ELECTRONIC DEVICE	ORIGIN QUANTUM COMPUTING TECHNOLOGY CO., LTD.
WO/2021/082533	QUANTUM CHIP SYSTEM, QUANTUM COMPUTING PROCESSING SYSTEM, AND  ELECTRONIC DEVICE	ORIGIN QUANTUM COMPUTING TECHNOLOGY CO., LTD.
WO/2021/051987	METHOD AND APPARATUS FOR TRAINING NEURAL NETWORK MODEL	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/022995	SOC CHIP, AND METHOD FOR REDUCING CLOCK SIGNAL NOISE IN SOC  CHIP	BEIJING SMARTCHIP MICROELECTRONICS TECHNOLOGY COMPANY LIMITED
WO/2021/013117	SYSTEMS AND METHODS FOR PROVIDING BLOCK-WISE SPARSITY IN A  NEURAL NETWORK	ALIBABA GROUP HOLDING LIMITED
WO/2021/128820	DATA PROCESSING METHOD, APPARATUS AND DEVICE, AND STORAGE  MEDIUM AND COMPUTER PROGRAM PRODUCT	BEIJING SENSETIME TECHNOLOGY DEVELOPMENT CO., LTD.
WO/2021/036589	FEATURE PROCESSING METHOD AND APPARATUS FOR ARTIFICIAL  INTELLIGENCE RECOMMENDATION MODEL, ELECTRONIC DEVICE, AND STORAGE MEDIUM	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/088418	DIGITAL SIGNAL MODULATION METHOD OF PHOTON ARTIFICIAL  INTELLIGENCE COMPUTING CHIP	UNITED MICROELECTRONICS CENTER CO., LTD
WO/2021/103597	METHOD AND DEVICE FOR MODEL COMPRESSION OF NEURAL NETWORK	INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD
WO/2021/109588	DATA PROCESSING METHOD, APPARATUS, ELECTRONIC DEVICE, AND  READABLE STORAGE MEDIUM	INSPUR ELECTRONIC INFORMATION INDUSTRY CO., LTD.
WO/2021/248643	STORAGE AND CALCULATION INTEGRATED CIRCUIT	INSTITUTE OF MICROELECTRONICS OF THE CHINESE ACADEMY OF  SCIENCES
WO/2021/013221	OPTICAL COMPUTING CHIP, SYSTEM AND DATA PROCESSING TECHNOLOGY	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/098269	DEEP LEARNING MODEL DISTRIBUTED OPERATION METHOD AND APPARATUS	INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD
WO/2021/018053	DATA BLOCK PROCESSING METHOD AND APPARATUS, DEVICE, AND  STORAGE MEDIUM	HANGZHOU HIKVISION DIGITAL TECHNOLOGY CO., LTD.
WO/2021/147288	CONTAINER CLUSTER MANAGEMENT METHOD, DEVICE AND SYSTEM	CHINA UNIONPAY CO., LTD.
WO/2021/212684	RECURRENT NEURAL NETWORK AND TRAINING METHOD THEREFOR	SHANGHAI YITU NETWORK TECHNOLOGY CO., LTD.
WO/2021/036668	GLOBAL POOLING METHOD FOR NEURAL NETWORK AND MANY-CORE SYSTEM	LYNXI TECHNOLOGIES CO., LTD.
WO/2021/243839	COMPOSITE-GRANULARITY, NEAR-STORAGE AND APPROXIMATION-BASED  ACCELERATION STRUCTURE AND METHOD FOR LONG SHORT-TERM MEMORY NETWORK	NANJING PROCHIP ELECTRONIC TECHNOLOGY CO., LTD
WO/2021/023202	SELF-DISTILLATION TRAINING METHOD AND DEVICE FOR CONVOLUTIONAL  NEURAL NETWORK, AND SCALABLE DYNAMIC PREDICTION METHOD	INSTITUTE FOR INTERDISCIPLINARY INFORMATION CORE TECHNOLOGY  (XI'AN) CO., LTD.
WO/2021/057273	METHOD AND APPARATUS FOR REALIZING EFFICIENT CONTRACT CALLING  ON FPGA	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/004551	METHOD, APPARATUS, AND DEVICE FOR OPTIMIZATION OF VERTICALLY  FEDERATED LEARNING SYSTEM, AND A READABLE STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/073211	METHOD AND DEVICE FOR TRAINING GRAPH NEURAL NETWORK MODEL	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/068638	INTERACTIVE INTENSTIVE LEARNING METHOD THAT COMBINES TAMER  FRAMEWORK AND FACIAL EXPRESSION FEEDBACK	OCEAN UNIVERSITY OF CHINA
WO/2021/073234	METHOD AND DEVICE FOR JOINTLY TRAINING LOGISTIC REGRESSION  MODEL BY MULTIPLE COMPUTING UNITS	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/082633	MULTI-PARTY JOINT NEURAL NETWORK TRAINING METHOD AND APPARATUS  FOR ACHIEVING SECURITY DEFENSE	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/047349	PERIPHERAL DEVICE MANAGEMENT METHOD AND APPARATUS FOR  ELECTRONIC DEVICE, AND ELECTRONIC DEVICE AND MEDIUM	BEIJING HAI YI TONG ZHAN INFORMATION TECHNOLOGY CO., LTD.
WO/2021/063119	METHOD AND APPARATUS FOR IMAGE PROCESSING, TERMINAL	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/082647	FEDERATED LEARNING SYSTEM, TRAINING RESULT AGGREGATION METHOD,  AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/036890	DATA PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE, AND  STORAGE MEDIUM	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/036892	METHOD AND APPARATUS FOR ADJUSTING QUANTIZATION PARAMETER OF  RECURRENT NEURAL NETWORK, AND RELATED PRODUCT	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/036893	DATA PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE, AND  STORAGE MEDIUM	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/103675	NEURAL NETWORK TRAINING AND FACE DETECTION METHOD AND  APPARATUS, AND DEVICE AND STORAGE MEDIUM	BIGO TECHNOLOGY PTE. LTD.
WO/2021/227293	UNIVERSAL TRAINING METHOD AND SYSTEM FOR ARTIFICIAL  INTELLIGENCE MODELS	FIBERHOME TELECOMMUNICATION TECHNOLOGIES CO., LTD
WO/2021/036904	DATA PROCESSING METHOD, APPARATUS, COMPUTER DEVICE, AND  STORAGE MEDIUM	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/036905	DATA PROCESSING METHOD AND APPARATUS, COMPUTER EQUIPMENT, AND  STORAGE MEDIUM	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/036908	DATA PROCESSING METHOD AND APPARATUS, COMPUTER EQUIPMENT AND  STORAGE MEDIUM	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/036912	DATA PROCESSING METHOD AND APPARATUS, AND MEDIUM AND SYSTEM	ARM TECHNOLOGY (CHINA) CO., LTD.
WO/2021/082653	DATA PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE AND  STORAGE MEDIUM	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/135283	HETEROGENEOUS COMPUTING SYSTEM AND COMPUTING METHOD THEREFOR	INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD
WO/2021/000971	METHOD AND DEVICE FOR GENERATING OPERATION DATA AND RELATED  PRODUCT	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/018313	DATA SYNCHRONIZATION METHOD AND APPARATUS, AND RELATED PRODUCT	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/037042	POOLING PROCESSING METHOD AND APPARATUS, AND STORAGE MEDIUM	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/027973	DATA SYNCHRONIZATION METHOD AND DEVICE, AND RELATED PRODUCTS	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/037045	KNOWLEDGE GRAPH CONSTRUCTION METHOD AND APPARATUS, COMPUTING  DEVICE, AND STORAGE MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/143143	NEURAL NETWORK ACCELERATING METHOD AND DEVICE	SUZHOU INSPUR INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/120676	MODEL TRAINING METHOD FOR FEDERATED LEARNING NETWORK, AND  RELATED DEVICE	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/037082	METHOD AND APPARATUS FOR PROCESSING DATA, AND RELATED PRODUCT	SHANGHAI CAMBRICON INFORMATION TECHNOLOGY CO., LTD
WO/2021/037083	DATA PROCESSING METHOD AND APPARATUS, AND RELATED PRODUCT	SHANGHAI CAMBRICON INFORMATION TECHNOLOGY CO., LTD
WO/2021/082681	METHOD AND DEVICE FOR MULTI-PARTY JOINT TRAINING OF GRAPH  NEURAL NETWORK	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/184686	SINGLE-FRAME STRIPE ANALYSIS METHOD BASED ON MULTI-SCALE  GENERATIVE ADVERSARIAL NEURAL NETWORK	NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY
WO/2021/174779	DATA PRE-PROCESSING SYSTEM AND METHOD, COMPUTER DEVICE, AND  READABLE STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/082695	TRAINING METHOD, FEATURE EXTRACTION METHOD, APPARATUS AND  ELECTRONIC DEVICE	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/037174	NEURAL NETWORK MODEL TRAINING METHOD AND APPARATUS	HANGZHOU HIKVISION DIGITAL TECHNOLOGY CO., LTD.
WO/2021/052140	ANTICIPATORY LEARNING METHOD AND SYSTEM ORIENTED TOWARDS  SHORT-TERM TIME SERIES PREDICTION	CENTER FOR EXCELLENCE IN MOLECULAR CELL SCIENCE, CHINESE  ACADEMY OF SCIENCES
WO/2021/217989	QUANTUM BIT RESETTING METHOD, APPARATUS AND DEVICE, AND  READABLE STORAGE MEDIUM	JINAN INSPUR HIGH-TECH TECHNOLOGY DEVELOPMENT CO., LTD.
WO/2021/237970	TASK SCHEDULING METHOD, APPARATUS AND DEVICE FOR CLOUD ROBOT,  AND STORAGE MEDIUM	JINAN INSPUR HIGH-TECH TECHNOLOGY DEVELOPMENT CO., LTD.
WO/2021/037261	CHIP AND MULTI-CHIP SYSTEM AS WELL AS ELECTRONIC DEVICE AND  DATA TRANSMISSION METHOD	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/109647	FEDERATED LEARNING METHOD AND APPARATUS BASED ON MULTI-SOURCE  HETEROGENEOUS SYSTEM	WEBANK CO., LTD.
WO/2021/082721	WINOGRAD CONVOLUTION OPERATION METHOD, APPARATUS, AND DEVICE,  AND STORAGE MEDIUM	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/082724	OPERATION METHOD AND RELATED PRODUCT	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/082725	WINOGRAD CONVOLUTION OPERATION METHOD AND RELATED PRODUCT	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/143155	MODEL TRAINING METHOD AND APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/043294	NEURAL NETWORK PRUNING	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/082746	OPERATION APPARATUS AND RELATED PRODUCT	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/082747	OPERATIONAL APPARATUS AND RELATED PRODUCT	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/047535	METHOD, APPARATUS AND SYSTEM FOR SECURE VERTICAL FEDERATED  LEARNING	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/208343	NEURAL NETWORK MODEL-BASED METHOD AND APPARATUS FOR WATER  SPRAY ADJUSTMENT OF WATER SPRAY DESUPERHEATER	GUANGXI POWER GRID ELECTRIC POWER RESEARCH INSTITUTE
WO/2021/047614	OPTICAL COMPUTING DEVICE AND COMPUTING METHOD	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/047620	OPTICAL COMPUTING DEVICE AND OPTICAL SIGNAL PROCESSING METHOD	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/120719	NEURAL NETWORK MODEL UPDATE METHOD, AND IMAGE PROCESSING  METHOD AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/093452	ARTIFICIAL INTELLIGENCE-BASED GAME SERVICE EXECUTION METHOD  AND APPARATUS, DEVICE AND MEDIUM	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/052422	SYSTEM AND METHOD FOR EXECUTING AUTOMATED MACHINE LEARNING  SOLUTION, AND ELECTRONIC APPARATUS	THE FOURTH PARADIGM (BEIJING) TECH CO LTD
WO/2021/052460	DATA PROCESSING METHOD, MODEL OPTIMIZATION DEVICE, AND MODEL  EXECUTION DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/057690	NEURAL NETWORK BUILDING METHOD AND DEVICE, AND IMAGE  PROCESSING METHOD AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/057720	NEURAL NETWORK MODEL PROCESSING METHOD AND APPARATUS, COMPUTER  DEVICE, AND STORAGE MEDIUM	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/057722	METHOD OF PERFORMING SPLITTING IN NEURAL NETWORK MODEL BY  MEANS OF MULTI-CORE PROCESSOR, AND RELATED PRODUCT	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/057746	NEURAL NETWORK PROCESSING METHOD AND APPARATUS, COMPUTER  DEVICE AND STORAGE MEDIUM	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/057807	DEEP LEARNING MODEL GENERATION METHOD AND APPARATUS, DEVICE,  AND STORAGE MEDIUM	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/057811	NETWORK NODE PROCESSING METHOD, DEVICE, STORAGE MEDIUM, AND  ELECTRONIC APPARATUS	GUANGDONG OPPO OBILE ELECOMMUNICATIONS CORP., LTD.
WO/2021/139223	METHOD AND APPARATUS FOR INTERPRETATION OF CLUSTERING MODEL,  COMPUTER DEVICE, AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/159714	DATA PROCESSING METHOD AND RELATED DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/147365	IMAGE PROCESSING MODEL TRAINING METHOD AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/057926	METHOD AND APPARATUS FOR TRAINING NEURAL NETWORK MODEL	HANGZHOU HIKVISION DIGITAL TECHNOLOGY CO., LTD.
WO/2021/218015	METHOD AND DEVICE FOR GENERATING SIMILAR TEXT	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/088563	CONVOLUTION OPERATION CIRCUIT, APPARATUS AND METHOD	STREAM COMPUTING INC
WO/2021/139237	METHOD AND APPARATUS FOR LOSS FUNCTION OPTIMIZATION, DEVICE,  AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/098384	DATA ABNORMALITY DETECTION METHOD AND APPARATUS	CHINA UNIONPAY CO., LTD.
WO/2021/120775	METHOD AND DEVICE FOR DETECTING DATA ABNORMALITY	CHINA UNIONPAY CO., LTD.
WO/2021/098385	METHOD AND APPARATUS FOR TRAINING GBDT MODEL IN TRUSTED  EXECUTION ENVIRONMENT, AND DEVICE	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/088569	CONVOLUTION METHOD AND DEVICE, ELECTRONIC DEVICE	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/155669	DISTRIBUTED WEIGHT STORAGE-BASED ARCHITECTURE AND METHOD FOR  ACCELERATING NEUTRAL NETWORK COMPUTING	SUZHOU INSPUR INTELLIGENT TECHNOLOGY CO., LTD
WO/2021/082851	QUANTIZATION METHOD AND DEVICE FOR NEURAL NETWORK MODEL, AND  COMPUTER-READABLE STORAGE MEDIUM	CANAAN BRIGHT SIGHT CO., LTD
WO/2021/109698	CHIP AND INTER-CORE DATA TRANSMISSION METHOD	STREAM COMPUTING INC.
WO/2021/109699	ARTIFICIAL INTELLIGENCE ACCELERATOR, DEVICE, CHIP AND DATA  PROCESSING METHOD	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/135467	AUTOMATED MACHINE LEARNING-BASED ETHEREUM FUEL RESTRICTION  PREDICTION METHOD, APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/155671	HIGH-LATENCY NETWORK ENVIRONMENT ROBUST FEDERATED LEARNING  TRAINING METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/169294	APPLICATION RECOGNITION MODEL UPDATING METHOD AND APPARATUS,  AND STORAGE MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/151309	METHOD AND APPARATUS FOR TRAINING AGENTS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/179587	NEURAL NETWORK MODEL QUANTIFICATION METHOD AND APPARATUS,  ELECTRONIC DEVICE AND COMPUTER-READABLE STORAGE MEDIUM	MEGVII (BEIJING) TECHNOLOGY CO., LTD.
WO/2021/218037	TARGET DETECTION METHOD AND APPARATUS, COMPUTER DEVICE AND  STORAGE MEDIUM	MEGVII (BEIJING) TECHNOLOGY CO., LTD.
WO/2021/103823	MODEL UPDATE SYSTEM, MODEL UPDATE METHOD, AND RELATED DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/068926	MODEL UPDATING METHOD, WORKING NODE, AND MODEL UPDATING SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/143217	PROCESSING COMPONENT, METHOD FOR PROCESSING DATA, AND RELATED  APPARATUS	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/078027	METHOD AND APPARATUS FOR CONSTRUCTING NETWORK STRUCTURE  OPTIMIZER, AND COMPUTER-READABLE STORAGE MEDIUM	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/073473	DATA PACKET PROCESSING METHOD AND APPARATUS, COMMUNICATION  DEVICE, AND STORAGE MEDIUM	ZTE CORPORATION
WO/2021/135502	ARTIFICIAL NEURON CIRCUIT WITH PLASTIC THRESHOLD	TSINGHUA UNIVERSITY
WO/2021/114859	METHOD AND DEVICE FOR IMPLEMENTING BAYESIAN NEURAL NETWORK BY  USING MEMRISTOR INTRINSIC NOISE	TSINGHUA UNIVERSITY
WO/2021/203667	METHOD, SYSTEM AND MEDIUM FOR IDENTIFYING HUMAN BEHAVIOR IN A  DIGITAL VIDEO USING CONVOLUTIONAL NEURAL NETWORKS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/151311	GROUP CONVOLUTION NUMBER SEARCHING METHOD AND APPARATUS	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/073638	METHOD AND APPARATUS FOR RUNNING NEURAL NETWORK MODEL, AND  COMPUTER DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/082969	INTER-CORE DATA PROCESSING METHOD AND SYSTEM, SYSTEM ON CHIP  AND ELECTRONIC DEVICE	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/073642	NEURAL NETWORK COMPUTING CHIP AND COMPUTING METHOD	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/082990	MULTI-CHIP INTERCONNECTION SYSTEM BASED ON PCIE BUS	ZTE CORPORATION
WO/2021/139313	META-LEARNING-BASED METHOD FOR DATA SCREENING MODEL  CONSTRUCTION, DATA SCREENING METHOD, APPARATUS, COMPUTER DEVICE, AND STORAGE  MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/078184	DATA PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND  STORAGE MEDIUM	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/139316	METHOD AND APPARATUS FOR ESTABLISHING EXPRESSION RECOGNITION  MODEL, AND COMPUTER DEVICE AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/068978	MULTIPROCESSOR COMMUNICATION METHOD AND APPARATUS	CENTEC NETWORKS (SU ZHOU) CO., LTD.
WO/2021/078210	COMPUTING APPARATUS AND METHOD FOR NEURAL NETWORK OPERATION,  INTEGRATED CIRCUIT, AND DEVICE	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/135546	DEEP NEURAL NETWORK INTERPRETATION METHOD AND DEVICE,  TERMINAL, AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/078271	METHOD AND DEVICE FOR ACCELERATING IMAGE DETECTION, AND  STORAGE MEDIUM	AUTEL ROBOTICS CO., LTD.
WO/2021/129105	MASK RCNN NETWORK MODEL-BASED TARGET IDENTIFICATION METHOD AND  APPARATUS	GOERTEK INC.
WO/2021/135562	FEATURE VALIDITY EVALUATION METHOD AND APPARATUS, AND  ELECTRONIC DEVICE AND STORAGE MEDIUM	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/120854	MODEL TRAINING METHOD, AND METHOD AND SYSTEM FOR TRAINING  MEMBER DETECTION DEVICE	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/159731	PRODUCTION LINE BUFFER AREA CONFIGURATION SYSTEM AND METHOD  CONSIDERING MACHINE TOOL ENERGY CONSUMPTION	BEIJING UNIVERSITY OF TECHNOLOGY
WO/2021/114903	DATA PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE, AND  STORAGE MEDIUM	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/114904	DATA PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE AND  STORAGE MEDIUM	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/083100	DATA PROCESSING METHOD AND DEVICE, COMPUTER EQUIPMENT AND  STORAGE MEDIUM	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/083105	NEURAL NETWORK MAPPING METHOD AND APPARATUS	LYNXI TECHNOLOGIES CO., LTD.
WO/2021/120861	METHOD AND APPARATUS FOR MULTI-PARTY JOINT MODEL DATA  PROCESSING	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/083154	METHOD AND APPARATUS FOR QUANTIZATION OF NEURAL NETWORKS POST  TRAINING	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/135571	CONVOLUTION CALCULATION METHOD, CONVOLUTION CALCULATION  APPARATUS, AND TERMINAL DEVICE	SHENZHEN INTELLIFUSION TECHNOLOGIES CO., LTD.
WO/2021/135572	NEURAL NETWORK CONVOLUTION IMPLEMENTATION METHOD AND  CONVOLUTION IMPLEMENTATION APPARATUS, AND TERMINAL DEVICE	SHENZHEN INTELLIFUSION TECHNOLOGIES CO., LTD.
WO/2021/135573	IMAGE RECOGNITION NEURAL NETWORK PROCESSING METHOD, DEVICE AND  SYSTEM	SHENZHEN INTELLIFUSION TECHNOLOGIES CO., LTD.
WO/2021/088688	CONVOLUTION ACCELERATION OPERATION METHOD AND APPARATUS,  STORAGE MEDIUM AND TERMINAL DEVICE	SHENZHEN INTELLIFUSION TECHNOLOGIES CO., LTD.
WO/2021/129116	NEURAL NETWORK PROCESSOR AND CONTROL METHOD THEREFOR	SHENZHEN INTELLIFUSION TECHNOLOGIES CO., LTD.
WO/2021/103901	MULTI-PARTY SECURITY CALCULATION-BASED NEURAL NETWORK MODEL  TRAINING AND PREDICTION METHODS AND DEVICE	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/151324	METHOD AND APPARATUS FOR MEDICAL DATA PROCESSING BASED ON  TRANSFER LEARNING, DEVICE, AND MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/139327	AUDIO SIGNAL PROCESSING METHOD, MODEL TRAINING METHOD, AND  RELATED APPARATUS	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/143267	IMAGE DETECTION-BASED FINE-GRAINED CLASSIFICATION MODEL  PROCESSING METHOD, AND RELATED DEVICES	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/139333	METHOD AND APPARATUS FOR PREDICTING ADIABATIC EVOLUTION PATH,  DEVICE, AND STORAGE MEDIUM	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/139335	METHOD AND APPARATUS FOR PREDICTING SALES DATA OF PHYSICAL  MACHINE, AND COMPUTER DEVICE AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/179631	CONVOLUTIONAL NEURAL NETWORK MODEL COMPRESSION METHOD,  APPARATUS AND DEVICE, AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/103909	RISK PREDICTION METHOD AND APPARATUS, RISK PREDICTION MODEL  TRAINING METHOD AND APPARATUS, AND ELECTRONIC DEVICE	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/159748	MODEL COMPRESSION METHOD AND APPARATUS, COMPUTER DEVICE, AND  STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/083276	METHOD, DEVICE, AND APPARATUS FOR COMBINING HORIZONTAL  FEDERATION AND VERTICAL FEDERATION, AND MEDIUM	WEBANK CO., LTD
WO/2021/120878	BOOK GRAPH-BASED BOOK DISPLAY METHOD, COMPUTING DEVICE, AND  STORAGE MEDIUM	ZHANGYUE TECHNOLOGY CO., LTD
WO/2021/159749	SELF-LEARNING ONLINE UPDATE METHOD AND SYSTEM FOR  MULTI-CLASSIFICATION MODEL, AND APPARATUS	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/159753	FEDERATED LEARNING MODEL TRAINING METHOD AND APPARATUS,  TERMINAL DEVICE, AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN)CO., LTD.
WO/2021/164310	TEXT ERROR CORRECTION METHOD AND APPARATUS, AND TERMINAL  DEVICE AND COMPUTER STORAGE MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/169366	DATA ENHANCEMENT METHOD AND APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/083348	OPTICAL COMPUTING DEVICE, OPTICAL OPERATION METHOD AND  COMPUTING SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/169368	PROGRESSIVE DIFFERENTIABLE ARCHITECTURE SEARCH METHOD AND  SYSTEM BASED ON BAYESIAN OPTIMIZATION	SHENZHEN UNIVERSITY
WO/2021/196594	ATTACHMENT FORCE ADJUSTMENT METHOD AND APPARATUS, DEVICE, AND  STORAGE MEDIUM	SHENZHEN CHUANGWEI-RGB ELECTRONICS CO., LTD.
WO/2021/218095	IMAGE PROCESSING METHOD AND APPARATUS, AND ELECTRONIC DEVICE  AND STORAGE MEDIUM	SHENZHEN SENSETIME TECHNOLOGY CO., LTD.
WO/2021/098509	NEURAL NETWORK JOINT COMPILATION METHOD, APPARATUS AND  ELECTRONIC DEVICE	MEGVII (BEIJING) TECHNOLOGY CO., LTD.
WO/2021/103977	NEURAL NETWORK SEARCHING METHOD, APPARATUS, AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/088933	MEMORY AND APPARATUS COMPRISING SAME	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/088935	ADVERSARIAL NETWORK ARCHITECTURE OPTIMIZATION METHOD AND  SYSTEM, AND IMAGE DESCRIPTION GENERATION METHOD AND SYSTEM	SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY CHINESE ACADEMY OF  SCIENCES
WO/2021/139380	IMAGE PROCESSING METHOD AND DEVICE, ELECTRONIC DEVICE	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/089009	DATA STREAM RECONSTRUCTION METHOD AND RECONSTRUCTABLE DATA  STREAM PROCESSOR	SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY CHINESE ACADEMY OF  SCIENCES
WO/2021/093700	CIRCUIT AND ELECTRONIC DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/164334	ADVERSARIAL ATTACK MODEL TRAINING METHOD AND APPARATUS,  ADVERSARIAL IMAGE GENERATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND  STORAGE MEDIUM	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/093794	METHODS AND SYSTEMS FOR TRAINING CONVOLUTIONAL NEURAL NETWORK  USING BUILT-IN ATTENTION	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/248810	CALCULATION DEVICE, CALCULATION METHOD AND CALCULATION SYSTEM	UNITED MICROELECTRONICS CENTER CO., LTD
WO/2021/098588	BRAIN-INSPIRED COMPUTING CHIP BASED ON SPIKING NEURAL NETWORK	ZHEJIANG UNIVERSITY
WO/2021/104075	RESOURCE MANAGEMENT METHOD AND DEVICE, AND STORAGE MEDIUM	CHINA MOBILE (SUZHOU) SOFTWARE TECHNOLOGY CO., LTD.
WO/2021/098664	METHOD FOR CONTROLLING MOVEMENT OF MAJORANA ZERO-ENERGY MODE  USING ELECTRIC FIELD	SHANGHAI JIAOTONG UNIVERISTY
WO/2021/120951	KNOWLEDGE TRANSFER METHOD, APPARATUS AND DEVICE BASED ON  FEDERATED LEARNING, AND MEDIUM	WEBANK CO., LTD
WO/2021/159798	METHOD FOR OPTIMIZING LONGITUDINAL FEDERATED LEARNING SYSTEM,  DEVICE AND READABLE STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/248825	SYSTEMS AND METHODS FOR LEARNING REUSABLE OPTIONS TO TRANSFER  KNOWLEDGE BETWEEN TASKS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/218121	IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND  STORAGE MEDIUM	BEIJING DAJIA INTERNET INFORMATION TECHNOLOGY CO., LTD.
WO/2021/135707	SEARCH METHOD FOR MACHINE LEARNING MODEL AND RELATED APPARATUS  AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/098821	METHOD FOR DATA PROCESSING IN NEURAL NETWORK SYSTEM, AND  NEURAL NETWORK SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/151343	TEST SAMPLE CATEGORY DETERMINATION METHOD AND APPARATUS FOR  SIAMESE NETWORK, AND TERMINAL DEVICE	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/104381	METHOD AND DEVICE FOR STYLIZING VIDEO AND STORAGE MEDIUM	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/151345	METHOD AND APPARATUS FOR PARAMETER ACQUISITION FOR RECOGNITION  MODEL, ELECTRONIC DEVICE, AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO.,LTD.
WO/2021/109928	CREATION METHOD, USAGE METHOD AND APPARATUS FOR MACHINE  LEARNING SCHEME TEMPLATE	THE FOURTH PARADIGM (BEIJING) TECH CO LTD
WO/2021/139437	METHOD AND APPARATUS FOR PROCESSING EVENT SEQUENCE DATA, AND  ELECTRONIC DEVICE	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/164365	GRAPH NEURAL NETWORK MODEL TRAINING METHOD, APPARATUS AND  SYSTEM	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/115149	NEURAL NETWORK PROCESSOR, CHIP AND ELECTRONIC DEVICE	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/189926	SERVICE MODEL TRAINING METHOD, APPARATUS AND SYSTEM, AND  ELECTRONIC DEVICE	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/115163	NEURAL NETWORK PROCESSOR, CHIP AND ELECTRONIC DEVICE	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/121029	TRAINING MODEL UPDATING METHOD AND SYSTEM, AND AGENT, SERVER  AND COMPUTER-READABLE STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/135810	DATA PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE, STORAGE  MEDIUM, AND COMPUTER PROGRAM	SHANGHAI SENSETIME INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/135812	METHOD AND APPARATUS FOR PROCESSING EMOTION INFORMATION	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/115208	NEURAL NETWORK PROCESSOR, CHIP AND ELECTRONIC DEVICE	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/110147	METHODS AND APPARATUSES FOR IMAGE PROCESSING, IMAGE TRAINING  AND CHANNEL SHUFFLING	ALIBABA GROUP HOLDING LIMITED
WO/2021/184836	METHOD AND APPARATUS FOR TRAINING RECOGNITION MODEL, DEVICE,  AND READABLE STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/196701	ATTACK COPING METHOD AND FEDERATED LEARNING DEVICE	WEBANK CO., LTD.
WO/2021/232752	HASH ENCODING METHOD, APPARATUS AND DEVICE, AND READABLE  STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/227463	TWO-STEP X-ARCHITECTURE STEINER MINIMUM TREE CONSTRUCTION  METHOD	FU ZHOU UNIVERSITY
WO/2021/115262	PULSE CONVOLUTIONAL NEURAL NETWORK ALGORITHM, INTEGRATED  CIRCUIT, COMPUTING APPARATUS, AND STORAGE MEDIUM	NANJING SIMIND SEMICONDUCTOR LTD.
WO/2021/174934	FEDERATED MODEL PARAMETER DETERMINATION METHOD, APPARATUS AND  DEVICE, AND COMPUTER STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/139465	BACKWARD MODEL SELECTION METHOD AND DEVICE, AND READABLE  STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/169478	FUSION TRAINING METHOD AND APPARATUS FOR NEURAL NETWORK MODEL	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/139467	FEDERATED LEARNING METHOD AND SYSTEM, AND COMPUTER DEVICE AND  STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/174935	GENERATIVE ADVERSARIAL NEURAL NETWORK TRAINING METHOD AND  SYSTEM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/189960	METHOD AND APPARATUS FOR TRAINING ADVERSARIAL NETWORK, METHOD  AND APPARATUS FOR SUPPLEMENTING MEDICAL DATA, AND DEVICE AND MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/164388	TRIAGE FUSION MODEL TRAINING METHOD, TRIAGE METHOD, APPARATUS,  DEVICE, AND MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/115411	ION TRAP CHIP AND SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/115480	FEDERATED LEARNING METHOD, DEVICE, EQUIPMENT, AND STORAGE  MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/147567	CONVOLUTIONAL OPERATION METHOD AND CHIP	STREAM COMPUTING INC
WO/2021/121274	NEURAL NETWORK ACCELERATION CIRCUIT AND METHOD	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/121386	DATA TRANSMISSION METHOD AND RELATED DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/129570	NETWORK PRUNING OPTIMIZATION METHOD BASED ON NETWORK  ACTIVATION AND SPARSIFICATION	SYNTHESIS ELECTRONIC TECHNOLOGY CO., LTD
WO/2021/174966	RISK IDENTIFICATION MODEL TRAINING METHOD AND APPARATUS	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/143466	METHOD AND DEVICE FOR USING TRUSTED EXECUTION ENVIRONMENT TO  TRAIN NEURAL NETWORK MODEL	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/139524	METHOD AND APPARATUS FOR PROCESSING INTERACTION DATA BY USING  LSTM NEURAL NETWORK MODEL	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/139525	METHOD AND DEVICE FOR TRAINING AUTOENCODER FOR EVALUATING  INTERACTION EVENT	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/147602	DATA PROCESSING APPARATUS AND ARTIFICIAL INTELLIGENCE CHIP	SHANGHAI SENSETIME INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/129668	NEURAL NETWORK TRAINING METHOD AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/143477	FEDERATED LEARNING METHOD AND APPARATUS FUSING PUBLIC DOMAIN  DATA AND PRIVATE DATA, AND SYSTEM	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/143478	METHOD AND APPARATUS FOR IDENTIFYING ADVERSARIAL SAMPLE TO  PROTECT MODEL SECURITY	SHANGHAI FENGBAO INFORMATION TECHNOLOGY CO., LTD.
WO/2021/129718	NEURAL NETWORK OPERATION METHOD AND APPARATUS, CHIP, AND  DEVICE	LYNXI TECHNOLOGIES CO., LTD.
WO/2021/136065	DEEP LEARNING METHOD AND APPARATUS, NETWORK DEVICE, AND  READABLE STORAGE MEDIUM	ZTE CORPORATION
WO/2021/143489	EVIDENCE COLLECTION ENVIRONMENT VERIFICATION METHOD AND  APPARATUS, AND ELECTRONIC DEVICE	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/136365	APPLICATION DEVELOPMENT METHOD AND APPARATUS BASED ON MACHINE  LEARNING MODEL, AND ELECTRONIC DEVICE	THE FOURTH PARADIGM (BEIJING) TECH CO LTD
WO/2021/190068	MODEL BUILDING METHOD AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/139633	CONVERSION METHOD AND APPARATUS FOR DEEP LEARNING MODEL,  SERVER, AND STORAGE MEDIUM	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/218234	METHOD AND DEVICE FOR IMAGE SEARCH, ELECTRONIC DEVICE, AND  NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/179785	ELECTRONIC COUNTER FOR USE ON MOLD	SHENZHEN SHIJI TIANYANG TECHNOLOGY CO., LTD.
WO/2021/159898	PRIVACY PROTECTION-BASED DEEP LEARNING METHOD, SYSTEM AND  SERVER, AND STORAGE MEDIUM	ONE CONNECT SMART TECHNOLOGY CO., LTD. (SHENZHEN)
WO/2021/253817	INTERCONNECTION CHANNEL ADJUSTING METHOD, APPARATUS, SYSTEM  AND DEVICE, AND MEDIUM	INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/143686	NEURAL NETWORK FIXED POINT METHODS AND APPARATUSES, ELECTRONIC  DEVICE, AND READABLE STORAGE MEDIUM	HANGZHOU HIKVISION DIGITAL TECHNOLOGY CO., LTD.
WO/2021/147721	NETWORK-ON-CHIP INTERCONNECTION STRUCTURE OF MANY-CORE SYSTEM,  DATA TRANSMISSION METHOD, BOARD CARD, ELECTRONIC DEVICE, AND  COMPUTER-READABLE STORAGE MEDIUM	LYNXI TECHNOLOGIES CO., LTD.
WO/2021/143883	ADAPTIVE SEARCH METHOD AND APPARATUS FOR NEURAL NETWORK	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/212933	FPGA-BASED CONCURRENT GRAPH DATA PREPROCESSING METHOD	SHANGHAI JIAOTONG UNIVERSITY
WO/2021/232832	DATA PROCESSING METHOD, TRAINING METHOD FOR FEDERATED LEARNING  AND RELATED APPARATUS, AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/227552	MULTIFUNCTIONAL DATA REORGANIZATION NETWORK	XI'AN JIAOTONG UNIVERSITY
WO/2021/169690	PROCESSOR COMMUNICATION METHOD AND APPARATUS, ELECTRONIC  DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/175041	SYSTEMS AND METHODS FOR MULTI-FRAME VIDEO FRAME INTERPOLATION	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/238274	GRADIENT INFORMATION UPDATING METHOD FOR DISTRIBUTED DEEP  LEARNING, AND RELATED APPARATUS	INSPUR ELECTRONIC INFORMATION INDUSTRY CO., LTD.
WO/2021/208558	LARGE DEEP LEARNING MODEL TRAINING METHOD AND SYSTEM, DEVICE,  AND MEDIUM	SUZHOU INSPUR INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/244045	NEURAL NETWORK DATA PROCESSING METHOD AND APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/164506	DATA PROCESSING METHOD AND DEVICE FOR NEURAL NETWORK MODEL,  APPARATUS, AND STORAGE MEDIUM	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/190127	DATA PROCESSING METHOD AND DATA PROCESSING DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/175058	NEURAL NETWORK ARCHITECTURE SEARCH METHOD AND APPARATUS,  DEVICE AND MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/175064	METHODS, DEVICES AND MEDIA PROVIDING AN INTEGRATED  TEACHER-STUDENT SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/164547	METHOD AND APPARATUS FOR DECISION-MAKING BY INTELLIGENT AGENT	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/155851	NEURAL NETWORK CIRCUIT AND NEURAL NETWORK SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/160085	DEFORMABLE MIRROR SURFACE SHAPE CONTROL METHOD AND DEVICE  BASED ON RADIAL BASIS FUNCTION	BEIJING INSTITUTE OF TECHNOLOGY
WO/2021/164625	METHOD OF TRAINING AN IMAGE CLASSIFICATION MODEL	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/238305	UNIVERSAL DISTRIBUTED GRAPH PROCESSING METHOD AND SYSTEM BASED  ON REINFORCEMENT LEARNING	SHENZHEN UNIVERSITY
WO/2021/208585	DATA RECOVERY METHOD AND APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/169844	NEURAL NETWORK MODEL CONVERSION METHOD, MODEL PRECISION  POSITIONING METHOD, AND DEVICES	SHANGHAI SENSETIME INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/218302	METHOD AND APPARATUS FOR TRANSFERRING MACHINE LEARNING MODEL  PARAMETER	DATANG MOBILE COMMUNICATIONS EQUIPMENT CO., LTD.
WO/2021/164737	NEURAL NETWORK COMPRESSION METHOD, DATA PROCESSING METHOD, AND  RELATED APPARATUSES	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/253857	MODEL COMPRESSION METHOD AND SYSTEM FUSING CLIPPING AND  QUANTIFICATION	INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/258752	4-BIT QUANTIZATION METHOD AND SYSTEM FOR NEURAL NETWORK	INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/164750	METHOD AND APPARATUS FOR CONVOLUTIONAL LAYER QUANTIZATION	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/164751	PERCEPTION NETWORK ARCHITECTURE SEARCH METHOD AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/164752	NEURAL NETWORK CHANNEL PARAMETER SEARCHING METHOD, AND RELATED  APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/170107	OPTICAL COMPUTING DEVICE AND SYSTEM, AND COMPUTING METHOD	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/213010	CROSSBAR ARCHITECTURE-BASED PRUNING METHOD AND SYSTEM	SHANGHAI JIAO TONG UNIVERSITY
WO/2021/244081	METHODS AND SYSTEMS FOR HORIZONTAL FEDERATED LEARNING USING  NON-IID DATA	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/196954	SERIALIZED DATA PROCESSING METHOD AND DEVICE, AND TEXT  PROCESSING METHOD AND DEVICE	BEIJING WODONG TIANJUN INFORMATION TECHNOLOGY CO., LTD.
WO/2021/248941	ALL-ON-CHIP STORAGE NEURAL NETWORK ACCELERATOR AND  IMPLEMENTATION METHOD THEREFOR	REEXEN TECHNOLOGY CO., LTD.
WO/2021/185125	FIXED-POINT METHOD AND APPARATUS FOR NEURAL NETWORK	HANGZHOU HIKVISION DIGITAL TECHNOLOGY CO., LTD.
WO/2021/180201	DATA PROCESSING METHOD AND APPARATUS FOR TERMINAL NETWORK  MODEL, TERMINAL AND STORAGE MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/197035	METHOD AND DEVICE FOR JOINTLY TRAINING SERVICE PREDICTION  MODEL BY TWO PARTIES FOR PROTECTING DATA PRIVACY	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/185197	APPARATUS AND METHOD FOR FEDERATED LEARNING, AND STORAGE  MEDIUM	SONY GROUP CORPORATION
WO/2021/232907	NEURAL NETWORK MODEL TRAINING APPARATUS AND METHOD, AND  RELATED DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/203918	METHOD FOR PROCESSING MODEL PARAMETERS, AND APPARATUS	BEIJING BYTEDANCE NETWORK TECHNOLOGY CO., LTD.
WO/2021/203919	METHOD AND APPARATUS FOR EVALUATING JOINT TRAINING MODEL	BEIJING BYTEDANCE NETWORK TECHNOLOGY CO., LTD.
WO/2021/213076	METHOD AND DEVICE FOR CONSTRUCTING COMMUNICATION TOPOLOGY  STRUCTURE ON BASIS OF MULTIPLE PROCESSING NODES	CAMBRICON TECHNOLOGIES CORPORATION LIMITED
WO/2021/190349	ENTANGLED STATE PREPARATION METHOD AND DEVICE BASED ON  SUPERCONDUCTING QUBIT AND RYDBERG ATOM	SOUTH CHINA NORMAL UNIVERSITY
WO/2021/185261	COMPUTING APPARATUS, METHOD, BOARD CARD AND COMPUTER-READABLE  STORAGE MEDIUM	ANHUI CAMBRICON INFORMATION TECHNOLOGY CO., LTD.
WO/2021/218470	NEURAL NETWORK OPTIMIZATION METHOD AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/197073	MULTI-BIT CONVOLUTION OPERATION MODULE BASED ON TIME-VARIABLE  CURRENT INTEGRATION AND CHARGE SHARING	REEXEN TECHNOLOGY CO., LTD.
WO/2021/190379	METHOD AND DEVICE FOR REALIZING AUTOMATIC MACHINE LEARNING	THE FOURTH PARADIGM (BEIJING) TECH CO LTD
WO/2021/223528	PROCESSING DEVICE AND METHOD FOR EXECUTING CONVOLUTIONAL  NEURAL NETWORK OPERATION	EGIS TECHNOLOGY INC.
WO/2021/238366	NEURAL NETWORK CONSTRUCTION METHOD AND APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/203958	CONTEXTUAL INTEGRITY PRESERVATION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/190501	DATA PRE-FETCHING METHOD AND APPARATUS, AND STORAGE DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/190597	PROCESSING METHOD FOR NEURAL NETWORK MODEL, AND RELATED DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/197223	MODEL COMPRESSION METHOD, SYSTEM, TERMINAL, AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/218517	METHOD FOR ACQUIRING NEURAL NETWORK MODEL, AND IMAGE  PROCESSING METHOD AND APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/208720	METHOD AND APPARATUS FOR SERVICE ALLOCATION BASED ON  REINFORCEMENT LEARNING	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/204040	FEDERATED LEARNING DATA PROCESSING METHOD AND APPARATUS, AND  DEVICE AND STORAGE MEDIUM	PING AN TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/197388	USER INDEXING METHOD IN FEDERATED LEARNING AND FEDERATED  LEARNING DEVICE	WEBANK CO., LTD.
WO/2021/232958	METHOD AND APPARATUS FOR EXECUTING OPERATION, ELECTRONIC  DEVICE, AND STORAGE MEDIUM	GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD.
WO/2021/204092	TRACK PREDICTION METHOD AND APPARATUS, AND DEVICE AND STORAGE  MEDIUM	SENSETIME GROUP LIMITED
WO/2021/208771	REINFORCED LEARNING METHOD AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/208774	METHOD AND APPARATUS FOR ASSISTING MACHINE LEARNING MODEL TO  GO ONLINE	THE FOURTH PARADIGM (BEIJING) TECH CO LTD
WO/2021/204147	DATA TRANSMISSION METHOD AND APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/208808	COOPERATIVE NEURAL NETWORKS WITH SPATIAL CONTAINMENT  CONSTRAINTS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/253938	NEURAL NETWORK TRAINING METHOD AND APPARATUS, AND VIDEO  RECOGNITION METHOD AND APPARATUS	SHENZHEN SENSETIME TECHNOLOGY CO., LTD.
WO/2021/204268	METHOD AND SYSTEM FOR PERFORMING MODEL TRAINING BASED ON  PRIVACY DATA	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/204271	DATA PRIVACY PROTECTED JOINT TRAINING OF SERVICE PREDICTION  MODEL BY TWO PARTIES	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/218614	ESTABLISHMENT OF ARTIFICIAL GENERAL INTELLIGENCE SYSTEM	CHEN, Yongcong
WO/2021/253941	NEURAL NETWORK MODEL TRAINING METHOD, IMAGE CLASSIFICATION  METHOD, TEXT TRANSLATION METHOD AND APPARATUS, AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/213209	DATA PROCESSING METHOD AND APPARATUS, AND HETEROGENEOUS SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/213234	METHOD AND APPARATUS FOR PROVIDING MACHINE LEARNING  APPLICATION, ELECTRONIC DEVICE, AND STORAGE MEDIUM	THE FOURTH PARADIGM (BEIJING) TECH CO LTD
WO/2021/208995	COMPUTING APPARATUS AND COMPUTING SYSTEM	SHENZHEN MICROBT ELECTRONICS TECHNOLOGY CO., LTD.
WO/2021/233030	METHODS AND APPARATUSES FOR FEDERATED LEARNING	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/209051	ON-CHIP CACHE DEVICE, ON-CHIP CACHE READ/WRITE METHOD, AND  COMPUTER READABLE MEDIUM	SANECHIPS TECHNOLOGY CO., LTD.
WO/2021/227787	NEURAL NETWORK PREDICTOR TRAINING METHOD AND APPARATUS, AND  IMAGE PROCESSING METHOD AND APPARATUS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/244168	SYSTEM ON CHIP, DATA TRANSMISSION METHOD, AND BROADCAST  MODULES	SHENZHEN INTELLIFUSION TECHNOLOGIES CO., LTD.
WO/2021/213471	SPIKING NEURAL NETWORK-BASED DATA PROCESSING METHOD, COMPUTING  CORE CIRCUIT, AND CHIP	LYNXI TECHNOLOGIES CO., LTD.
WO/2021/238521	NONVOLATILE MEMORY-BASED STORAGE METHOD AND APPARATUS,  NONVOLATILE MEMORY-BASED DATA PROCESSING METHOD, AND EQUIPMENT	INSTITUTE OF MICROELECTRONICS OF THE CHINESE ACADEMY OF  SCIENCES
WO/2021/218786	DATA PROCESSING SYSTEM, OBJECT DETECTION METHOD AND APPARATUS  THEREOF	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/233069	QUANTIZATION TRAINING AND IMAGE PROCESSING METHODS AND  DEVICES, AND STORAGE MEDIUM	SHANGHAI SENSETIME INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/223618	FOCALGAN-BASED SHORT TEXT AUTOMATIC GENERATION METHOD,  APPARATUS AND DEVICE, AND STORAGE MEDIUM	CAPITAL NORMAL UNIVERSITY
WO/2021/238568	PARAMETER UPDATE METHOD AND APPARATUS, AND STORAGE MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/219080	FEDERATED LEARNING MODEL-BASED VIEW DISPLAY METHOD, APPARATUS  AND DEVICE, AND MEDIUM	WEBANK CO., LTD
WO/2021/223663	DIFFERENTIAL PRIVACY BASED TRAINING OF DATA GENERATION SYSTEM	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/227892	CYCLIC TWO-WAY BIDDING MATCHING METHOD AND SYSTEM BASED ON  REQUIREMENTS OF JOB SEEKER AND RECRUITER	ZHANG, Mengqiang
WO/2021/223686	MODEL TRAINING TASK PROCESSING METHOD AND APPARATUS,  ELECTRONIC DEVICE, AND STORAGE MEDIUM	ONEPLUS TECHNOLOGY (SHENZHEN) CO., LTD.
WO/2021/244203	PARAMETER OPTIMIZATION METHOD, ELECTRONIC DEVICE AND STORAGE  MEDIUM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/244207	METHOD AND APPARATUS FOR TRAINING DRIVING BEHAVIOR  DECISION-MAKING MODEL	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/249086	MULTI-PARTY JOINT DECISION TREE CONSTRUCTION METHOD, DEVICE  AND READABLE STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/258882	RECURRENT NEURAL NETWORK-BASED DATA PROCESSING METHOD,  APPARATUS, AND DEVICE, AND MEDIUM	WEBANK CO., LTD
WO/2021/228110	FEDERATED MODELING METHOD, DEVICE, EQUIPMENT, AND  COMPUTER-READABLE STORAGE MEDIUM	WEBANK CO., LTD
WO/2021/233179	BRAIN-LIKE VISUAL NEURAL NETWORK HAVING FORWARD LEARNING AND  META-LEARNING FUNCTIONS	NEUROCEAN TECHNOLOGIES INC.
WO/2021/233180	BRAIN-LIKE NEURAL NETWORK HAVING MEMORY AND INFORMATION  ABSTRACTION FUNCTIONS	NEUROCEAN TECHNOLOGIES INC.
WO/2021/233209	DISCRIMINATORY SAMPLE GENERATION METHOD AND ELECTRONIC DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/249115	GENERATING A HYBRID SENSOR TO COMPENSATE FOR INTRUSIVE  SAMPLING	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/244261	STREAMLINING DATA PROCESSING OPTIMIZATIONS FOR MACHINE  LEARNING WORKLOADS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/233259	METHOD FOR EVALUATING FEMALE EMOTION AND RELATED APPARATUS,  AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/228264	MACHINE LEARNING APPLICATION METHOD, DEVICE, ELECTRONIC  APPARATUS, AND STORAGE MEDIUM	THE FOURTH PARADIGM (BEIJING) TECH CO., LTD.
WO/2021/238734	METHOD FOR TRAINING NEURAL NETWORK, AND RELATED DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/233342	NEURAL NETWORK CONSTRUCTION METHOD AND SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/233389	METHOD AND APPARATUS FOR ENHANCING ROBUSTNESS OF DEEP LEARNING  MODEL	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/238825	MODELING METHOD FOR ARTIFICIAL NEURAL PATHWAY ACROSS  ENCEPHALIC REGIONS	ZHEJIANG UNIVERSITY
WO/2021/244354	TRAINING METHOD FOR NEURAL NETWORK MODEL, AND RELATED PRODUCT	SHANGHAI SENSETIME INTELLIGENT TECHNOLOGY CO., LTD.
WO/2021/258964	NEURAL NETWORK ARCHITECTURE SEARCH METHOD, APPARATUS AND  SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/254114	METHOD AND APPARATUS FOR CONSTRUCTING MULTITASK LEARNING  MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
WO/2021/249192	IMAGE PROCESSING METHOD AND APPARATUS, MACHINE VISION DEVICE,  ELECTRONIC DEVICE AND COMPUTER-READABLE STORAGE MEDIUM	ZTE CORPORATION
WO/2021/238992	NEURAL NETWORK TRAINING METHOD AND APPARATUS, ELECTRONIC  DEVICE, AND READABLE STORAGE MEDIUM	HANGZHOU HIKVISION DIGITAL TECHNOLOGY CO., LTD.
WO/2021/244491	HIGH-SPEED QUANTUM RANDOM NUMBER GENERATOR BASED ON VACUUM  STATE FLUCTUATION TECHNOLOGY	SHRONG ENERGY TECHNOLOGY CO., LTD.
WO/2021/244583	DATA CLEANING METHOD, APPARATUS AND DEVICE, PROGRAM, AND  STORAGE MEDIUM	HANGZHOU HIKVISION DIGITAL TECHNOLOGY CO., LTD.
WO/2021/259039	NEURAL NETWORK MODEL CUSTOMIZATION METHOD, SYSTEM AND DEVICE,  AND STORAGE MEDIUM	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/259072	SUPPRESSING UNDESIRED PROGRAMMING AT HALF-SELECTED DEVICES IN  A CROSSPOINT ARRAY OF 3-TERMINAL RESISTIVE MEMORY	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/259090	METHOD AND APPARATUS FOR FEDERATED LEARNING, AND CHIP	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/259104	ARTIFICIAL INTELLIGENCE CHIP AND DATA PROCESSING METHOD BASED  ON ARTIFICIAL INTELLIGENCE CHIP	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/259105	NEURAL NETWORK ACCELERATOR	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/259106	METHOD, SYSTEM, AND DEVICE FOR OPTIMIZING NEURAL NETWORK CHIP,  AND STORAGE MEDIUM	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/259150	METHOD AND APPARATUS FOR EVALUATING SPECIFIC RISK OF SERVICE  PARTY	ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
WO/2021/259232	DATA PROCESSING METHOD AND APPARATUS OF AI CHIP AND COMPUTER  DEVICE	SHENZHEN CORERAIN TECHNOLOGIES CO., LTD.
WO/2021/259262	METHOD FOR GENERATING NEURAL NETWORK, AND DEVICE AND  COMPUTER-READABLE STORAGE MEDIUM	ZTE CORPORATION
WO/2021/259305	MULTITASK LEARNING METHOD AND DEVICE	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/259357	PRIVACY-PRESERVING ASYNCHRONOUS FEDERATED LEARNING FOR  VERTICAL PARTITIONED DATA	JINGDONG TECHNOLOGY HOLDING CO., LTD.
WO/2021/259366	FEDERATED DOUBLY STOCHASTIC KERNEL LEARNING ON VERTICAL  PARTITIONED DATA	JINGDONG TECHNOLOGY HOLDING CO., LTD.
WO/2021/083448	CONCEPT FOR AN IMPURITY-CENTRE-BASED QUANTUM COMPUTER ON THE  BASIS OF A SUBSTRATE CONSISTING OF ELEMENTS OF MAIN GROUP IV	QUANTUM TECHNOLOGIES UG (HAFTUNGSBESCHRÄNKT)
WO/2021/180258	METHOD FOR SIMULATING AND EVALUATING AN ELECTRONIC SYSTEM	HQS QUANTUM SIMULATIONS GMBH
WO/2021/170164	METHOD FOR ERROR REDUCTION IN A QUANTUM COMPUTER	HQS QUANTUM SIMULATIONS GMBH
WO/2021/244694	METHOD FOR SIMULATING A REAL SPIN SYSTEM, MORE PARTICULARLY A  NOISY SPIN SYSTEM, BY MEANS OF A QUANTUM COMPUTER	HQS QUANTUM SIMULATIONS GMBH
WO/2021/008691	LEARNING TO ROBUSTLY CONTROL A SYSTEM	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/043390	SIGNAL DEMAPPING	NOKIA TECHNOLOGIES OY
WO/2021/047776	DETECTION ALGORITHM	NOKIA TECHNOLOGIES OY
WO/2021/058096	NODE DISAMBIGUATION	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/073738	LEARNING A DATA DENSITY FUNCTION	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/078361	FEATURE VECTOR GENERATION USING NEURAL NETWORKS	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/093959	A DEVICE AND METHOD FOR IMAGE PROCESSING	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/052609	EFFICIENT COMPUTATIONAL INFERENCE	SECONDMIND LIMITED
WO/2021/110261	A METHOD AND SYSTEM FOR COMPARING TWO QUANTUM STATES	ALPINE QUANTUM TECHNOLOGIES GMBH
WO/2021/144007	DATA INTERPRETATION SYSTEM, VEHICLE, METHOD FOR INTERPRETING  INPUT DATA, COMPUTER PROGRAM AND COMPUTER-READABLE MEDIUM	TOYOTA MOTOR EUROPE
WO/2021/144037	MODEL POOL FOR MULTIMODAL DISTRIBUTED LEARNING	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/148129	MACHINE-LEARNED NETWORK FOR MEDICAL ROBOT GENERATION FROM  CONFIGURABLE MODULES	SIEMENS HEALTHCARE GMBH
WO/2021/148136	APPARATUSES, METHODS AND COMPUTER PROGRAM USING CHANNEL  MEASUREMENT DATA FOR A PRIMARY COMPONENT CARRIER	NOKIA TECHNOLOGIES OY
WO/2021/151461	DETERMINING LOCATIONS OF OBJECTS IN COMMUNICATION SYSTEMS	NOKIA TECHNOLOGIES OY
WO/2021/151504	MACHING LEARNING USING TIME SERIES DATA	LYTT LIMITED
WO/2021/155930	A CENTRAL NODE AND METHOD THEREIN FOR ENABLING AN AGGREGATED  MACHINE LEARNING MODEL FROM LOCAL MACHINE LEARNINGS MODELS IN A WIRELESS  COMMUNICATIONS NETWORK	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/155936	DISTRIBUTED STATE-ACTION MODELS	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/170207	METHOD AND APPARATUS FOR PRUNING NEURAL NETWORKS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/170215	NEURAL ARCHITECTURE SEARCH	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/185448	TEMPORAL FILTERING IN A LAYERED MACHINE LEARNING MODEL	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/190761	PARALLEL COMPUTING SCHEME GENERATION FOR NEURAL NETWORKS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/204345	CONFIGURABLE QUANTUM-COMPUTING CONTROL SYSTEM	ZURICH INSTRUMENTS AG
WO/2021/204392	DEVICES AND METHODS FOR PROVIDING COMPUTATIONALLY EFFICIENT  NEURAL NETWORKS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/209132	A DEVICE AND METHOD FOR ROMOTE DIRECT MEMORY ACCESS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/213616	TACTICAL DECISION-MAKING THROUGH REINFORCEMENT LEARNING WITH  UNCERTAINTY ESTIMATION	VOLVO TRUCK CORPORATION
WO/2021/213617	UNCERTAINTY-DIRECTED TRAINING OF A REINFORCEMENT LEARNING  AGENT FOR TACTICAL DECISION-MAKING	VOLVO TRUCK CORPORATION
WO/2021/213649	METHOD AND SYSTEM FOR GENERATING A PREDICTIVE MODEL	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/213667	DEVICES, METHODS, AND SYSTEM FOR HETEROGENEOUS DATA-ADAPTIVE  FEDERATED LEARNING	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/213685	METHOD OF AND APPARATUS FOR MACHINE LEARNING IN A RADIO  NETWORK	NOKIA TECHNOLOGIES OY
WO/2021/223856	APPARATUSES AND METHODS FOR TEXT CLASSIFICATION	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/028083	NOISE CLASSIFICATION THROUGH THE OUTPUT OF RANDOM QUANTUM  CIRCUITS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/223882	PREDICTION EXPLANATION IN MACHINE LEARNING CLASSIFIERS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/228353	LEARNING AN OPTIMAL PRECODING POLICY FOR MULTI-ANTENNA  COMMUNICATIONS	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/228404	GENERATING HIGH-DIMENSIONAL, HIGH UTILITY SYNTHETIC DATA	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/239201	TRANSFER LEARNING OF MACHINE LEARNING MODEL IN DISTRIBUTED  NETWORK	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/239215	A FAST CONTROLLER DEVICE FOR CONTROLLING A QUANTUM PROCESSOR	ZURICH INSTRUMENTS AG
WO/2021/239248	TRAINING A MACHINE LEARNING CLASSIFIER	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/244734	METHOD AND SYSTEM OF PROVIDING PERSONALIZED GUIDELINE  INFORMATION FOR A USER IN A PREDETERMINED DOMAIN	NEC LABORATORIES EUROPE GMBH
WO/2021/244745	A BILEVEL METHOD AND SYSTEM FOR DESIGNING MULTI-AGENT SYSTEMS  AND SIMULATORS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/244746	A NON-ZERO-SUM GAME SYSTEM FRAMEWORK WITH TRACTABLE NASH  EQUILIBRIUM SOLUTION	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/249616	METHOD FOR CONFIGURING COMPONENTS IN A SYSTEM BY MEANS OF  MULTI-AGENT REINFORCEMENT LEARNING, COMPUTER-READABLE STORAGE MEDIUM, AND  SYSTEM	SIEMENS AKTIENGESELLSCHAFT
WO/2021/249619	A METHOD FOR LEARNING REPRESENTATIONS FROM CLOUDS OF POINTS  DATA AND A CORRESPONDING SYSTEM	NEC LABORATORIES EUROPE GMBH
WO/2021/249633	MONITORING AND VERIFYING SAFETY OF AT LEAST ONE AUTOMATION  COMPONENT	SIEMENS AKTIENGESELLSCHAFT
WO/2021/249648	GROUPING NODES IN A SYSTEM	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/254592	METHODS AND DEVICES FOR AVOIDING MISINFORMATION IN MACHINE  LEARNING	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/008796	USING FLAG QUBITS FOR FAULT-TOLERANT IMPLEMENTATIONS OF  TOPOLOGICAL CODES WITH REDUCED FREQUENCY COLLISIONS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/008798	TRAINING OF A CONVOLUTIONAL NEURAL NETWORK	ELEKTROBIT AUTOMOTIVE GMBH
WO/2021/004738	DEVICE AND METHOD FOR TRAINING A NEURAL NETWORK	ROBERT BOSCH GMBH
WO/2021/004741	MORE ROBUST TRAINING FOR ARTIFICIAL NEURAL NETWORKS	ROBERT BOSCH GMBH
WO/2021/001199	DEVICES AND METHODS FOR MACHINE LEARNING ASSISTED SPHERE  DECODING	INSTITUT MINES TELECOM
WO/2021/001202	DEVICES AND METHODS FOR MACHINE LEARNING ASSISTED PRECODING	INSTITUT MINES TELECOM
WO/2021/008836	DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR THE PROCESSING OF  DIGITAL SENSOR DATA AND TRAINING METHOD FOR SAME	ROBERT BOSCH GMBH
WO/2021/001241	DEVICES AND METHODS FOR LATTICE POINTS ENUMERATION	INSTITUT MINES TELECOM
WO/2021/001243	METHOD OF AND SYSTEM FOR MULTI-VIEW AND MULTI-SOURCE TRANSFERS  IN NEURAL TOPIC MODELLING	SIEMENS AKTIENGESELLSCHAFT
WO/2021/259482	ANALOG HARDWARE REALIZATION OF NEURAL NETWORKS	POLYN TECHNOLOGY LIMITED
WO/2021/259492	TRAINING A MACHINE LEARNING MODEL	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/001376	RUNTIME SERVER FOR SIMULTANEOUSLY EXECUTING MULTIPLE RUNTIME  SYSTEMS OF AN AUTOMATION INSTALLATION	BECKHOFF AUTOMATION GMBH
WO/2021/004841	DEEP LEARNING OF ELECTRICAL PROPERTIES TOMOGRAPHY	KONINKLIJKE PHILIPS N.V.
WO/2021/009153	COMPONENT-BASED PROCESSING OF INPUT VARIABLES	VOLKSWAGEN AKTIENGESELLSCHAFT
WO/2021/009293	TRAINING A NEURAL NETWORK TO CONTROL AN AGENT USING  TASK-RELEVANT ADVERSARIAL IMITATION LEARNING	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/013727	PROCESSOR	PLS PATENT-, LIZENZ- UND SCHUTZRECHTE VERWERTUNG GMBH
WO/2021/018654	METHOD AND DEVICE FOR ADDRESSING QUBITS, AND METHOD FOR  PRODUCING THE DEVICE	UNIVERSITÄT LEIPZIG
WO/2021/013908	ANALYSIS OF AIRCRAFT TRAJECTORIES	THALES
WO/2021/018731	LEARNING AND RECALL IN SPIKING NEURAL NETWORKS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/013948	GRAPHIC DATA PROCESSING SYSTEM	SAFRAN ELECTRONICS & DEFENSE COCKPIT SOLUTIONS
WO/2021/014017	A RECONFIGURABLE ARCHITECTURE, FOR EXAMPLE A COARSE-GRAINED  RECONFIGURABLE ARCHITECTURE AS WELL AS A CORRESPONDING METHOD OF OPERATING  SUCH A RECONFIGURABLE ARCHITECTURE	TECHNISCHE UNIVERSITEIT EINDHOVEN
WO/2021/018865	PREDICTION DEVICE AND METHOD	THALES
WO/2021/047816	ROBUST ARTIFICIAL NEURAL NETWORK WITH IMPROVED TRAINABILITY	ROBERT BOSCH GMBH
WO/2021/043509	METHOD FOR COMPRESSING A NEURAL NETWORK	VOLKSWAGEN AKTIENGESELLSCHAFT
WO/2021/018929	A COMPUTER-IMPLEMENTED METHOD, A SYSTEM AND A COMPUTER PROGRAM  FOR IDENTIFYING A MALICIOUS FILE	LEAP IN VALUE, SL
WO/2021/190772	POLICY FOR OPTIMISING CELL PARAMETERS	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/032446	DEVICE AND METHOD FOR PROCESSING OPTICAL SIGNALS	CERANSKI, Zacharias
WO/2021/023724	SYSTEM SIMULATING A DECISIONAL PROCESS IN A MAMMAL BRAIN ABOUT  MOTIONS OF A VISUALLY OBSERVED BODY	UNIVERSITé DE MONTRéAL
WO/2021/043517	METHODS FOR COMPRESSING A NEURAL NETWORK	VOLKSWAGEN AKTIENGESELLSCHAFT
WO/2021/244766	A METHOD FOR OPERATING A NEURAL LINK PREDICTION MODEL AND A  CORRESPONDING SYSTEM	NEC LABORATORIES EUROPE GMBH
WO/2021/032498	METHODS, APPARATUS AND MACHINE-READABLE MEDIA RELATING TO  MACHINE-LEARNING IN A COMMUNICATION NETWORK	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/052677	FAST QUANTISED TRAINING OF TRAINABLE MODULES	ROBERT BOSCH GMBH
WO/2021/047839	BELIEF PROPAGATION WITH NEURAL NETWORKS	ROBERT BOSCH GMBH
WO/2021/043535	COUNTING SYSTEM FOR A RAIL VEHICLE, USE AND METHOD	SIEMENS MOBILITY GMBH
WO/2021/047842	STATES SIMULATOR FOR REINFORCEMENT LEARNING MODELS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/043551	METHOD FOR INCREASING CERTAINTY IN PARAMETERIZED MODEL  PREDICTIONS	ASML NETHERLANDS B.V.
WO/2021/037603	METHOD AND APPARATUS FOR PROVIDING RECOMMENDATIONS FOR  COMPLETION OF AN ENGINEERING PROJECT	SIEMENS AKTIENGESELLSCHAFT
WO/2021/047866	LEARNING INPUT PREPROCESSING TO HARDEN MACHINE LEARNING MODELS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/047891	QUANTUM STATE CLASSIFIER USING RESERVOIR COMPUTING	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/037760	PERFORMANCE TESTING FOR ROBOTIC SYSTEMS	FIVE AI LIMITED
WO/2021/037761	PERFORMANCE TESTING FOR ROBOTIC SYSTEMS	FIVE AI LIMITED
WO/2021/037763	PERFORMANCE TESTING FOR ROBOTIC SYSTEMS	FIVE AI LIMITED
WO/2021/037765	PERFORMANCE TESTING FOR ROBOTIC SYSTEMS	FIVE AI LIMITED
WO/2021/037766	PERFORMANCE TESTING FOR ROBOTIC SYSTEMS	FIVE AI LIMITED
WO/2021/037840	TRANSFER LEARNING BASED ON CROSS-DOMAIN HOMOPHILY INFLUENCES	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/037911	CLASSIFICATION OF AI MODULES	VOLKSWAGEN AKTIENGESELLSCHAFT
WO/2021/043659	USING THERMALIZING MATERIAL IN AN ENCLOSURE FOR COOLING  QUANTUM COMPUTING DEVICES	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/043670	COMPUTATIONAL IMPLEMENTATION OF GAUSSIAN PROCESS MODELS	SECONDMIND LIMITED
WO/2021/038096	FACILITATING INTERPRETABILITY OF CLASSIFICATION MODEL	KONINKLIJKE PHILIPS N.V.
WO/2021/043893	ANTISYMMETRIC NEURAL NETWORKS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/058266	DEEP NEURAL ARCHITECTURES FOR DETECTING FALSE CLAIMS	THE UNIVERSITY OF STAVANGER
WO/2021/044041	A NEURAL NETWORK FOR IDENTIFYING RADIO TECHNOLOGIES	IMEC VZW
WO/2021/058270	GATED ATTENTION NEURAL NETWORKS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/083573	A COMPUTER-IMPLEMENTED METHOD OF MODIFYING AN ALGORITHM  OPERATING ON A COMPUTING SYSTEM	BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY
WO/2021/048121	ELECTRONIC DEVICE, METHOD AND COMPUTER PROGRAM	SONY CORPORATION
WO/2021/048145	PHYSICAL ENVIRONMENT INTERACTION WITH AN EQUIVARIANT POLICY	ROBERT BOSCH GMBH
WO/2021/048243	METHOD FOR GENERATING AN ADAPTED TASK GRAPH	SIEMENS AKTIENGESELLSCHAFT
WO/2021/048245	CONTINUOUS LEARNING FOR THE AUTOMATIC DETECTION OF FRAUD ON AN  ACCESSIBLE SERVICE ON A TELECOMMUNICATIONS NETWORK	WORLDLINE
WO/2021/052875	SYSTEMS AND METHODS FOR INCORPORATING MULTIMODAL DATA TO  IMPROVE ATTENTION MECHANISMS	KONINKLIJKE PHILIPS N.V.
WO/2021/048434	DATA-DRIVEN ROBOT CONTROL	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/048442	MESSAGE BASED PROCESSING SYSTEM AND METHOD OF OPERATING THE  SAME	GRAI MATTER LABS S.A.S.
WO/2021/053192	STRUCTURE-PRESERVING ATTENTION MECHANISM IN  SEQUENCE-TO-SEQUENCE NEURAL MODELS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/058466	TRANSFORMATION OF DATA SAMPLES TO NORMAL DATA	ANOTHER BRAIN
WO/2021/073840	WIND TURBINE CONTROL ARCHITECTURE	SIEMENS GAMESA RENEWABLE ENERGY A/S
WO/2021/069211	METHOD OF AND APPARATUS FOR PROCESSING DATA OF A DEEP NEURAL  NETWORK	ROBERT BOSCH GMBH
WO/2021/058578	FAST SPARSE NEURAL NETWORKS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/058588	TRAINING ACTION SELECTION NEURAL NETWORKS USING HINDSIGHT  MODELLING	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/058663	AUGMENTING ATTENTION-BASED NEURAL NETWORKS TO SELECTIVELY  ATTEND TO PAST INPUTS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/058746	HIGH FIDELITY SPEECH SYNTHESIS WITH ADVERSARIAL NETWORKS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/058749	EXPLORATION USING HYPERMODELS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/058786	HARDWARE ARCHITECTURE FOR SPIKING NEURAL NETWORKS AND METHOD  OF OPERATING	UNIVERSITé CÔTE D'AZUR (UCA)
WO/2021/110299	FLEXIBLE PRECISION NEURAL INFERENCE PROCESSING UNITS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/078486	3D NEURAL INFERENCE PROCESSING UNIT ARCHITECTURES	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/069309	REINFORCEMENT LEARNING SYSTEMS FOR CONTROLLING WIRELESS  COMMUNICATION NETWORKS	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/073918	MULTI-MODE LOW-PRECISION INNER-PRODUCT COMPUTATION CIRCUITS  FOR MASSIVELY PARALLEL NEURAL INFERENCE ENGINE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/073919	EVALUATION FRAMEWORK FOR TIME SERIES DATA	SIEMENS AKTIENGESELLSCHAFT
WO/2021/078512	METHOD FOR MAKING A NEURAL NETWORK MORE ROBUST AGAINST  ADVERSARIAL DISRUPTIONS	VOLKSWAGEN AKTIENGESELLSCHAFT
WO/2021/069574	GATED LINEAR CONTEXTUAL BANDITS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/069612	EFFICIENT COMPUTATIONAL INFERENCE	SECONDMIND LIMITED
WO/2021/083690	ELECTROCHEMICAL DEVICE OF VARIABLE ELECTRICAL CONDUCTANCE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/083731	SYSTEM AND METHOD WITH A ROBUST DEEP GENERATIVE MODEL	ROBERT BOSCH GMBH
WO/2021/078801	TRIVALENT LATTICE SCHEME TO IDENTIFY FLAG QUBIT OUTCOMES	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/078827	PRECISION-PRESERVING QUBIT REDUCTION BASED ON SPATIAL  SYMMETRIES IN FERMIONIC SYSTEMS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/083837	MODEL INDUCTION METHOD FOR EXPLAINABLE A.I.	UMNAI LIMITED
WO/2021/084027	METHODS OF TRANSLATING CYBER-PHYSICAL CONTROL APPLICATION  REQUIREMENTS TO RADIO PARAMETERS	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/089429	METHODS AND APPARATUS FOR MACHINE LEARNING MODEL LIFE CYCLE	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/089499	METHOD AND SYSTEM FOR CHECKING AN AUTOMATED DRIVING FUNCTION  BY REINFORCEMENT LEARNING	BAYERISCHE MOTOREN WERKE AKTIENGESELLSCHAFT
WO/2021/089570	COMBINING MODEL OUTPUTS INTO A COMBINED MODEL OUTPUT	KONINKLIJKE PHILIPS N.V.
WO/2021/099111	DEVICE AND METHOD FOR PROCESSING VEHICLE ENVIRONMENT SENSOR  DATA	ROBERT BOSCH GMBH
WO/2021/089591	METHOD FOR TRAINING AN ARTIFICIAL NEURAL NETWORK, COMPUTER  PROGRAM, STORAGE MEDIUM, DEVICE, ARTIFICIAL NEURAL NETWORK AND APPLICATION OF  THE ARTIFICIAL NEURAL NETWORK	ROBERT BOSCH GMBH
WO/2021/089710	METHOD FOR PROCESSING INPUT DATA	EYYES GMBH
WO/2021/089779	CHARACTERIZING CROSSTALK OF A QUANTUM COMPUTING SYSTEM BASED  ON SPARSE DATA COLLECTION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/094238	CONSTRAINED TRAINING OF ARTIFICIAL NEURAL NETWORKS USING  LABELLED MEDICAL DATA OF MIXED QUALITY	KONINKLIJKE PHILIPS N.V.
WO/2021/094513	DEPTH-PARALLEL TRAINING OF NEURAL NETWORKS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/094522	REINFORCEMENT LEARNING FOR ACTIVE SEQUENCE PROCESSING	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/094597	MICROSCOPE AND METHOD WITH IMPLEMENTATION OF A CONVOLUTIONAL  NEURAL NETWORK	CARL ZEISS MICROSCOPY GMBH
WO/2021/121820	NEURAL AMPLIFIER, NEURAL NETWORK AND SENSOR DEVICE	AMS INTERNATIONAL AG
WO/2021/099338	ARCHITECTURE FOR AN EXPLAINABLE NEURAL NETWORK	UMNAI LIMITED
WO/2021/099365	ESTIMATING QUANTUM OBSERVABLES	RIVER LANE RESEARCH LTD.
WO/2021/099428	EFFICIENT QUANTUM CHEMISTRY SIMULATION USING GATE-BASED QUBIT  QUANTUM DEVICES	QU & CO CHEMISTRY B.V.
WO/2021/099501	METHOD FOR PROVIDING AN EXPLANATION DATASET FOR AN AI MODULE,  COMPUTER-READABLE STORAGE MEDIUM, DEVICE AND SYSTEM	NEUROCAT GMBH
WO/2021/105036	METHOD AND SYSTEM FOR DETERMINING TASK COMPATIBILITY IN NEURAL  NETWORKS	CONTINENTAL AUTOMOTIVE GMBH
WO/2021/105157	DATA LABEL VERIFICATION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/105313	PARALLELISED TRAINING OF MACHINE LEARNING MODELS	SECONDMIND LIMITED
WO/2021/105332	METHOD FOR AUTOMATICALLY DETERMINING PARAMETERS OF AN  ARTIFICIAL NEURAL NETWORK AND MICROCONTROLLER FOR IMPLEMENTING THE METHOD	UNIVERSITé DE MONTPELLIER
WO/2021/105381	DEVICE AND METHOD FOR CONVEYING PRODUCTS	SIDEL PARTICIPATIONS S.A.S.
WO/2021/105405	SOLVING MULTIPLE TASKS SIMULTANEOUSLY USING CAPSULE NEURAL  NETWORKS	LARALAB GMBH
WO/2021/115929	XAI AND XNN CONVERSION	UMNAI LIMITED
WO/2021/115988	HIGHWAY JUMPER TO ENABLE LONG RANGE CONNECTIVITY FOR  SUPERCONDUCTING QUANTUM COMPUTER CHIP	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/122085	ESTIMATION OF AN EXPECTED ENERGY VALUE OF A HAMILTONIAN	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/116071	ROBUST RECURRENT ARTIFICIAL NEURAL NETWORKS	INAIT SA
WO/2021/116075	INPUT INTO A NEURAL NETWORK	INAIT SA
WO/2021/116140	OUTPUT FROM A RECURRENT NEURAL NETWORK	INAIT SA
WO/2021/116147	INTERPRETING AND IMPROVING THE PROCESSING RESULTS OF RECURRENT  NEURAL NETWORKS	INAIT SA
WO/2021/116250	DISTANCE METRICS AND CLUSTERING IN RECURRENT NEURAL NETWORKS	INAIT SA
WO/2021/116262	IMPROVING MACHINE LEARNING FOR MONITORING A PERSON	ASSA ABLOY AB
WO/2021/122336	APPARATUS AND METHOD FOR GENERATING HIGHER-LEVEL FEATURES	SONY CORPORATION
WO/2021/116379	CONSTRUCTING AND OPERATING AN ARTIFICIAL RECURRENT NEURAL  NETWORK	INAIT SA
WO/2021/116402	CONSTRUCTING AND OPERATING AN ARTIFICIAL RECURRENT NEURAL  NETWORK	INAIT SA
WO/2021/116404	CONSTRUCTING AND OPERATING AN ARTIFICIAL RECURRENT NEURAL  NETWORK	INAIT SA
WO/2021/116407	CONSTRUCTING AND OPERATING AN ARTIFICIAL RECURRENT NEURAL  NETWORK	INAIT SA
WO/2021/130040	CONTROLLING A QUANTUM COMPUTING DEVICE BASED ON PREDICTED  OPERATION TIME	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/122615	TRAINING DEEP LEARNING ENGINES FOR RADIOTHERAPY TREATMENT  PLANNING	VARIAN MEDICAL SYSTEMS INTERNATIONAL AG
WO/2021/130075	COMMUNICATION IN A COMPUTER HAVING MULTIPLE PROCESSORS	GRAPHCORE LIMITED
WO/2021/123035	NEURAL NETWORK PROCESSOR AND METHOD OF NEURAL NETWORK  PROCESSING	GRAI MATTER LABS S.A.S.
WO/2021/136681	METHOD AND APPARATUS FOR SELECTING PLURALITY OF TERMINAL  DEVICES FOR UPLINK AND DOWNLINK TRANSMISSIONS	NOKIA SOLUTIONS AND NETWORKS OY
WO/2021/123083	A METHOD TO IMPROVE INSTANCE SELECTION IN BOOTSTRAPPING  FRAMEWORK FOR CONCEPT EXTRACTION FROM TEXT DOCUMENTS	KONINKLIJKE PHILIPS N.V.
WO/2021/136685	NOVEL ACTIVATION FUNCTION IMPLEMENTATION	NOKIA TECHNOLOGIES OY
WO/2021/123235	REINFORCEMENT LEARNING SYSTEM	SECONDMIND LIMITED
WO/2021/123268	METHOD FOR DETERMINING AND CORRECTING THE MACHINE STATE OF A  MACHINE TOOL, AND DIAGNOSTIC SYSTEM	TRUMPF WERKZEUGMASCHINEN GMBH + CO. KG
WO/2021/136701	SYSTEM AND METHOD FOR TRAINING A MACHINE LEARNING MODEL BASED  ON USER-SELECTED FACTORS	KONINKLIJKE PHILIPS N.V.
WO/2021/123438	CONCEPTS FOR CODING NEURAL NETWORKS PARAMETERS	FRAUNHOFER-GESELLSCHAFT ZUR FÖRDERUNG DER ANGEWANDTEN  FORSCHUNG E.V.
WO/2021/197657	CONTROL OF DATA TRANSFER BETWEEN PROCESSING NODES	GRAPHCORE LIMITED
WO/2021/144126	CONTROL OF DATA TRANSFER BETWEEN PROCESSORS	GRAPHCORE LIMITED
WO/2021/197659	UPDATE OF MODEL PARAMETERS IN A PARALLEL PROCESSING SYSTEM	GRAPHCORE LIMITED
WO/2021/130340	SYSTEM AND METHOD FOR THE QUALITY ASSURANCE OF DATA-BASED  MODELS	AICURA MEDICAL GMBH
WO/2021/136791	SYSTEM AND METHOD FOR DESIGNING A NEURAL NETWORK	VIT
WO/2021/160361	TRAINING AN ARTIFICIAL INTELLIGENCE UNIT FOR AN AUTOMATED  VEHICLE	BAYERISCHE MOTOREN WERKE AKTIENGESELLSCHAFT
WO/2021/148307	ENCODING AND TRANSMISSION OF KNOWLEDGE, DATA AND RULES FOR  EXPLAINABLE AI	UMNAI LIMITED
WO/2021/148328	NETWORK ENTITY AND USER EQUIPMENT FOR TRANSMISSION RATE  CONTROL	SONY GROUP CORPORATION
WO/2021/148391	AUGMENTATION OF MULTIMODAL TIME SERIES DATA FOR TRAINING  MACHINELEARNING MODELS	BASF SE
WO/2021/148407	TRAINING MACHINE LEARNING MODELS	SECONDMIND LIMITED
WO/2021/151749	HARDWARE-ACCELERATED CALCULATION OF CONVOLUTIONS	ROBERT BOSCH GMBH
WO/2021/148574	CONTROLLING COUPLINGS BETWEEN QUANTUM DOTS IN A QUANTUM DOT  ARRAY	TECHNISCHE UNIVERSITEIT DELFT
WO/2021/148625	A METHOD FOR IDENTIFYING VULNERABILITIES IN COMPUTER PROGRAM  CODE AND A SYSTEM THEREOF	DEBRICKED AB
WO/2021/148658	AN EXPLAINABLE NEURAL NET ARCHITECTURE FOR MULTIDIMENSIONAL  DATA	UMNAI LIMITED
WO/2021/204435	NEURAL NETWORK WEIGHT DISTRIBUTION FROM A GRID OF MEMORY  ELEMENTS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/151980	FINITE RESOLUTION DECOMPOSITION OF A MATRIX AND MATRIX-VECTOR  MULTIPLICATION	FRIEDRICH-ALEXANDER-UNIVERSITAET ERLANGEN-NUERNBERG
WO/2021/152118	METHOD FOR GENERATING A RETRANSCRIBED SCENARIO BY A  COMMUNICATION SYSTEM AND ASSOCIATED DEVICES	THALES
WO/2021/156271	ANOMALY DETECTOR, METHOD OF ANOMALY DETECTION AND METHOD OF  TRAINING AN ANOMALY DETECTOR	ANOTHER BRAIN
WO/2021/156419	CLASSIFICATION DEVICE, CLASSIFICATION SET AND ASSOCIATED  CLASSIFICATION METHOD	THALES
WO/2021/156441	LEARNING MACHINE LEARNING INCENTIVES BY GRADIENT DESCENT FOR  AGENT COOPERATION IN A DISTRIBUTED MULTI-AGENT SYSTEM	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/156511	RECURRENT UNIT FOR GENERATING OR PROCESSING A SEQUENCE OF  IMAGES	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/156513	GENERATING IMPLICIT PLANS FOR ACCOMPLISHING GOALS IN AN  ENVIRONMENT USING ATTENTION OPERATIONS OVER PLANNING EMBEDDINGS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/156516	MULTI-OBJECTIVE REINFORCEMENT LEARNING USING  OBJECTIVE-SPECIFIC ACTION-VALUE FUNCTIONS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/156517	LEARNING ENVIRONMENT REPRESENTATIONS FOR AGENT CONTROL USING  PREDICTIONS OF BOOTSTRAPPED LATENTS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/156518	REINFORCEMENT LEARNING WITH ADAPTIVE RETURN COMPUTATION  SCHEMES	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/160605	METHOD AND SYSTEM FOR MONITORING ALERTS	BANCO BILBAO VIZCAYA ARGENTARIA, S.A.
WO/2021/165108	TARGET QUBIT DECOUPLING IN AN ECHOED CROSS-RESONANCE GATE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/160686	GENERATIVE DIGITAL TWIN OF COMPLEX SYSTEMS	DEEPLIFE
WO/2021/204440	SYSTEM, APPARATUS AND METHOD FOR EVALUATING NEURAL NETWORKS	SIEMENS AKTIENGESELLSCHAFT
WO/2021/175566	INFERENCE CALCULATION FOR NEURAL NETWORKS WITH PROTECTION  AGAINST MEMORY ERRORS	ROBERT BOSCH GMBH
WO/2021/165155	QUANTUM COMPUTING DEVICE BASED ON INDIVIDUAL RYDBERG ATOMS	CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE
WO/2021/160857	METHOD FOR INJECTING HUMAN KNOWLEDGE INTO AI MODELS	UMNAI LIMITED
WO/2021/170453	COMPACT RESONATOR WITH SHIFTED HIGHER MODES FOR QUANTUM BUSES	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/175615	METHOD AND APPARATUS FOR COMPRESSING A NEURAL NETWORK	VOLKSWAGEN AKTIENGESELLSCHAFT
WO/2021/180470	QUALITY ASSURANCE METHOD FOR AN EXAMPLE-BASED SYSTEM	SIEMENS MOBILITY GMBH
WO/2021/170735	SEMI-SUPERVISED MACHINE LEARNING METHOD AND SYSTEM SUITABLE  FOR IDENTIFICATION OF PATIENT SUBGROUPS IN ELECTRONIC HEALTHCARE RECORDS	SENSYNE HEALTH GROUP LIMITED
WO/2021/175783	COMPUTER-IMPLEMENTED METHOD AND SYSTEM FOR GENERATING  SYNTHETIC SENSOR DATA, AND TRAINING METHOD	DSPACE DIGITAL SIGNAL PROCESSING AND CONTROL ENGINEERING GMBH
WO/2021/175834	COMPUTER-IMPLEMENTED METHOD FOR COMPUTING CONVOLUTIONAL  NETWORKS, COMPUTER SYSTEM, COMPUTER PROGRAM, AND AUTOMATICALLY OPERABLE  VEHICLE	ZF FRIEDRICHSHAFEN AG
WO/2021/175843	METHOD AND SYSTEM FOR MULTIMODAL CLASSIFICATION BASED ON  BRAIN-INSPIRED UNSUPERVISED LEARNING	CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE
WO/2021/175853	MULTI-USER COMPLEX PROBLEMS RESOLUTION SYSTEM	LUXEMBOURG INSTITUTE OF SCIENCE AND TECHNOLOGY (LIST)
WO/2021/180548	INDUCING CREATIVITY IN AN ARTIFICIAL NEURAL NETWORK	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/185595	MAGNETIC FLUX BIAS FOR PULSE SHAPING OF MICROWAVE SIGNALS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/190910	DEVICE AND METHOD FOR DECISION SUPPORT OF AN ARTIFICIAL  COGNITIVE SYSTEM	RENAULT S.A.S
WO/2021/180668	A QUBIT PROCESSING METHOD	QUANTUM MOTION TECHNOLOGIES LIMITED
WO/2021/185639	NEURAL NETWORK SYSTEM FOR CLASSIFYING INPUT DATA	KONINKLIJKE PHILIPS N.V.
WO/2021/190938	QUANTUM TUNING VIA PERMANENT MAGNETIC FLUX ELEMENTS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/197781	HYBRID READOUT PACKAGE FOR QUANTUM MULTICHIP BONDING	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/197782	DATA PROCESSING FOR INDUSTRIAL MACHINE LEARNING	ABB SCHWEIZ AG
WO/2021/197783	TRAINING AN ARTIFICIAL INTELLIGENCE MODULE FOR INDUSTRIAL  APPLICATIONS	ABB SCHWEIZ AG
WO/2021/185685	SYSTEM AND METHOD FOR ADAPTING TO CHANGING CONSTRAINTS	INTERDIGITAL CE PATENT HOLDINGS
WO/2021/185686	SYSTEM AND METHOD FOR ADAPTING TO CHANGING RESOURCE  LIMITATIONS	INTERDIGITAL CE PATENT HOLDINGS
WO/2021/209209	HYBRID TRAINING METHOD FOR SELF-LEARNING ALGORITHMS	ZF FRIEDRICHSHAFEN AG
WO/2021/197933	APPARATUS AND AUTOMATED METHOD FOR EVALUATING SENSOR MEASURED  VALUES, AND USE OF THE APPARATUS	SIEMENS AKTIENGESELLSCHAFT
WO/2021/191257	METHOD AND SYSTEM FOR PROVIDING AT LEAST ONE COMPRESSED AND  SPECIALIZED NEURAL NETWORK FOR A VEHICLE	VOLKSWAGEN AKTIENGESELLSCHAFT
WO/2021/191271	A NETWORK COMPUTER WITH TWO EMBEDDED RINGS	GRAPHCORE LIMITED
WO/2021/191272	EMBEDDING RINGS ON A TOROID COMPUTER NETWORK	GRAPHCORE LIMITED
WO/2021/198292	EFFICIENT COMPUTATIONAL INFERENCE USING GAUSSIAN PROCESSES	SECONDMIND LIMITED
WO/2021/254672	METHOD, DEVICE, COMPUTER PROGRAM, AND COMPUTER-READABLE  STORAGE MEDIUM FOR DETERMINING A NEURAL NETWORK AND FOR OPERATING A VEHICLE	BAYERISCHE MOTOREN WERKE AKTIENGESELLSCHAFT
WO/2021/198354	INDUSTRIAL PLANT MACHINE LEARNING SYSTEM	ABB SCHWEIZ AG
WO/2021/198356	METHOD OF HIERARCHICAL MACHINE LEARNING FOR AN INDUSTRIAL  PLANT MACHINE LEARNING SYSTEM	ABB SCHWEIZ AG
WO/2021/198357	METHOD OF TRANSFER LEARNING FOR A SPECIFIC PRODUCTION PROCESS  OF AN INDUSTRIAL PLANT	ABB SCHWEIZ AG
WO/2021/198426	DEVICE AND METHOD FOR TRANSFERRING KNOWLEDGE OF AN ARTIFICIAL  NEURAL NETWORK	COMMISSARIAT A L'ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
WO/2021/204763	TRAINING A CONVOLUTIONAL NEURAL NETWORK	KONINKLIJKE PHILIPS N.V.
WO/2021/204983	CONTROL DEVICE FOR CONTROLLING A TECHNICAL SYSTEM, AND METHOD  FOR CONFIGURING THE CONTROL DEVICE	SIEMENS AKTIENGESELLSCHAFT
WO/2021/219342	DECISION TREE-BASED INFERENCE ON HOMOMORPHICALLY-ENCRYPTED  DATA	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/209401	DETERMINING TRUSTWORTHINESS OF TRAINED NEURAL NETWORK	KONINKLIJKE PHILIPS N.V.
WO/2021/223964	HIGH FIDELITY WAVEFORM GENERATOR FOR QUBIT CONTROLLER	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/209469	IMPROVED CONCEPT FOR A REPRESENTATION OF NEURAL NETWORK  PARAMETERS	FRAUNHOFER-GESELLSCHAFT ZUR FÖRDERUNG DER ANGEWANDTEN  FORSCHUNG E.V.
WO/2021/219389	DETECTING DISTURBANCES IN ROBOT ASSEMBLIES	KUKA DEUTSCHLAND GMBH
WO/2021/223983	QUANTUM COMPUTING ARRAY	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/219408	EFFICIENT QUANTUM ADAPTIVE EXECUTION METHOD FOR QUANTUM  CIRCUITS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/214327	METHODS AND SYSTEMS FOR TRAINING A MACHINE LEARNING MODEL	THALES DIS FRANCE SA
WO/2021/214332	COMBINED PREDICTION SYSTEM AND METHODS	CINT AB
WO/2021/228611	DEVICE AND METHOD FOR TRAINING A NEURAL NETWORK	INTERDIGITAL CE PATENT HOLDINGS
WO/2021/228612	DEVICE AND METHOD FOR TRAINING A NEURAL NETWORK	INTERDIGITAL CE PATENT HOLDINGS
WO/2021/224249	METHOD FOR TRAINING AN ARTIFICIAL NEURAL NETWORK	ROBERT BOSCH GMBH
WO/2021/228641	SYSTEMS AND METHODS FOR TRAINING AND/OR DEPLOYING A DEEP  NEURAL NETWORK	INTERDIGITAL CE PATENT HOLDINGS
WO/2021/224453	DISTRIBUTED ARCHITECTURE FOR EXPLAINABLE AI MODELS	UMNAI LIMITED
WO/2021/239449	ARITHMETIC UNIT FOR APPROXIMATE CALCULATIONS IN NEURAL  NETWORKS	ROBERT BOSCH GMBH
WO/2021/228757	METHOD FOR THE ANALOGUE MULTIPLICATION AND/OR CALCULATION OF A  SCALAR PRODUCT WITH A CIRCUIT ASSEMBLY, IN PARTICULAR FOR ARTIFICIAL NEURAL  NETWORKS	UNIVERSITÄT STUTTGART
WO/2021/228970	SYSTEM AND METHOD FOR EVOLUTIONARY OPTIMIZATION OF  PSEUDO-BOOLEAN POLYNOMIALS	FRAUNHOFER GESELLSCHAFT ZUR FÖRDERUNG DER ANGEWANDTEN  FORSCHUNG E.V.
WO/2021/228985	GENERATING SPATIAL EMBEDDINGS BY INTEGRATING AGENT MOTION AND  OPTIMIZING A PREDICTIVE OBJECTIVE	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/239477	COMPUTER-AIDED DESIGN METHOD AND DESIGN SYSTEM	SIEMENS AKTIENGESELLSCHAFT
WO/2021/234065	PREDICTION OF PROPERTIES OF A CHEMICAL MIXTURE	BASF COATINGS GMBH
WO/2021/249758	MODE-SELECTIVE COUPLERS FOR FREQUENCY COLLISION REDUCTION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/249759	MULTI-RESONANT COUPLING ARCHITECTURES FOR ZZ INTERACTION  REDUCTION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/244912	APPARATUS, METHOD AND COMPUTER PROGRAM FOR ACCELERATING  GRID-OF-BEAMS OPTIMIZATION WITH TRANSFER LEARNING	NOKIA TECHNOLOGIES OY
WO/2021/245049	TWO-WAY HUMAN-MACHINE COMMUNICATION	THALES
WO/2021/245072	A METHOD FOR A DISTRIBUTED LEARNING	IMEC VZW
WO/2021/245153	REGULARISED TRAINING OF NEURAL NETWORKS	ROBERT BOSCH GMBH
WO/2021/245227	METHOD FOR GENERATING A DECISION SUPPORT SYSTEM AND ASSOCIATED  SYSTEMS	THALES
WO/2021/245275	SYSTEM AND METHOD FOR TRAINING A SPARSE NEURAL NETWORK WHILST  MAINTAINING SPARSITY	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/245277	SELF-SUPERVISED REPRESENTATION LEARNING USING BOOTSTRAPPED  LATENT REPRESENTATIONS	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/245286	LEARNING OPTIONS FOR ACTION SELECTION WITH META-GRADIENTS IN  MULTI-TASK REINFORCEMENT LEARNING	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/245287	CROSS-TRANSFORMER NEURAL NETWORK SYSTEM FOR FEW-SHOT  SIMILARITY DETERMINATION AND CLASSIFICATION	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/245292	GENERATING AUDIO DATA USING UNALIGNED TEXT INPUTS WITH AN  ADVERSARIAL NETWORK	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/254830	NEURONS AND SYNAPSES HAVING FERROELECTRICALLY MODULATED  METAL-SEMICONDUCTOR SCHOTTKY DIODES, AND METHOD	FORSCHUNGSZENTRUM JüLICH GMBH
WO/2021/254843	METHOD FOR ASSISTING THE IMPROVED OPERATION OF A  QUESTION-AND-ANSWER SERVICE PROVIDED TO A TELECOMMUNICATIONS TERMINAL VIA A  TELECOMMUNICATIONS NETWORK, SYSTEM, TELECOMMUNICATIONS NETWORK  QUESTION-AND-ANSWER SERVICE, COMPUTER PROGRAM AND COMPUTER-READABLE MEDIUM	DEUTSCHE TELEKOM AG
WO/2021/254855	SYSTEMS AND METHODS FOR ENCODING/DECODING A DEEP NEURAL  NETWORK	INTERDIGITAL VC HOLDINGS FRANCE, SAS
WO/2021/259711	TUNABLE QUANTUM COUPLER FACILITATING A QUANTUM GATE BETWEEN  QUBITS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/255055	LAYERED HYBRID QUANTUM ARCHITECTURE FOR QUANTUM COMPUTING  APPLICATIONS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/255171	ARCHITECTURE FOR CLASSIFICATION OF A DECISION TREE ENSEMBLE  AND METHOD	ALBERT-LUDWIGS-UNIVERSITÄT FREIBURG
WO/2021/259980	TRAINING AN ARTIFICIAL NEURAL NETWORK, ARTIFICIAL NEURAL  NETWORK, USE, COMPUTER PROGRAM, STORAGE MEDIUM, AND DEVICE	ROBERT BOSCH GMBH
WO/2021/014029	METHOD FOR DETECTING ANOMALIES IN DATA COMMUNICATIONS	TELEFóNICA IOT & BIG DATA TECH, S.A.
WO/2021/130392	COMPUTER-IMPLEMENTED METHOD FOR ACCELERATING CONVERGENCE IN  THE TRAINING OF GENERATIVE ADVERSARIAL NETWORKS (GAN) TO GENERATE SYNTHETIC  NETWORK TRAFFIC, AND COMPUTER PROGRAMS OF SAME	TELEFóNICA, S.A.
WO/2021/058843	METHOD AND SYSTEM FOR THE AUTOMATIC SEGMENTATION OF WHITE  MATTER HYPERINTENSITIES IN BRAIN MAGNETIC RESONANCE IMAGES	QUIBIM, S.L.
WO/2021/160914	ELEMENT FOR GENERATING STOCHASTIC SIGNALS, STOCHASTIC NEURON  AND NEURAL NETWORK BASED ON SAID NEURON	UNIVERSITAT DE LES ILLES BALEARS
WO/2021/001594	NEURAL NETWORK FOR VARIABLE BIT RATE COMPRESSION	NOKIA TECHNOLOGIES OY
WO/2021/064292	HIGH-LEVEL SYNTAX FOR PRIORITY SIGNALING IN NEURAL NETWORK  COMPRESSION	NOKIA TECHNOLOGIES OY
WO/2021/074490	A DIAGNOSTIC ARRANGEMENT	KEMIRA OYJ
WO/2021/074491	A METHOD AND SYSTEM FOR MONITORING A PROCESS	KEMIRA OYJ
WO/2021/140275	HIGH LEVEL SYNTAX FOR COMPRESSED REPRESENTATION OF NEURAL  NETWORKS	NOKIA TECHNOLOGIES OY
WO/2021/160933	ADAPTING MODELS FOR ARTIFICIAL INTELLIGENCE	NOKIA TECHNOLOGIES OY
WO/2021/156542	ADDITIVE CONTROL OF QUBITS FOR ENABLING TIME-DOMAIN AND  FREQUENCY-DOMAIN MULTIPLEXING	IQM FINLAND OY
WO/2021/191501	CRYOGENIC INTEGRATED CIRCUIT, INTEGRATED MODULE, AND  ARRANGEMENT FOR PRODUCING AND DETECTING EXCITATION AND READOUT SIGNALS OF  QUBITS	IQM FINLAND OY
WO/2021/205065	TRAINING A DATA CODING SYSTEM COMPRISING A FEATURE EXTRACTOR  NEURAL NETWORK	NOKIA TECHNOLOGIES OY
WO/2021/205066	TRAINING A DATA CODING SYSTEM FOR USE WITH MACHINES	NOKIA TECHNOLOGIES OY
WO/2021/219932	OBTAINING AN AUTOENCODER MODEL FOR THE PURPOSE OF PROCESSING  METRICS OF A TARGET SYSTEM	ELISA OYJ
WO/2021/245327	COLLABORATIVE MACHINE LEARNING	NOKIA TECHNOLOGIES OY
WO/2021/260269	GRAPH DIFFUSION FOR STRUCTURED PRUNING OF NEURAL NETWORKS	NOKIA TECHNOLOGIES OY
WO/2021/094694	METHOD FOR DETERMINING A PREDICTION FUNCTION USING A NEURAL  NETWORK, AND ASSOCIATED PROCESSING METHOD	ECOLE NATIONALE DES PONTS ET CHAUSSEES
WO/2021/123651	METHOD FOR AUTOMATICALLY PLANNING A TRAJECTORY FOR A MEDICAL  INTERVENTION	QUANTUM SURGICAL
WO/2021/191556	METHOD FOR UPDATING A PLURALITY OF MUTUALLY REPELLING NEURAL  NETWORKS, ASSOCIATED CONTROL METHOD AND DEVICE	SAFRAN
WO/2021/234252	METHOD FOR SECURE USE OF A FIRST NEURAL NETWORK ON AN INPUT  DATUM AND METHOD FOR TRAINING PARAMETERS OF A SECOND NEURAL NETWORK	IDEMIA IDENTITY & SECURITY FRANCE
WO/2021/255362	METHOD AND SYSTEM FOR ADAPTING A NEURAL NETWORK USED IN A  TELECOMMUNICATION NETWORK	ORANGE
WO/2021/084218	A SAFETY-BASED PREDICTION APPARATUS, SYSTEM AND METHOD	ARM LIMITED
WO/2021/028680	SIMULTANEOUS MEASUREMENT OF COMMUTING OPERATORS	RIVER LANE RESEARCH LTD
WO/2021/038190	SKIP PREDICTOR FOR PRE-TRAINED RECURRENT NEURAL NETWORKS	ARM LIMITED
WO/2021/028693	DOSE COUNTING MECHANISM	COALESCE PRODUCT DEVELOPMENT LTD
WO/2021/048542	PHYSICAL IMPLEMENTATION OF ARTIFICIAL NEURAL NETWORKS	UCL BUSINESS LTD
WO/2021/123725	SPARSE FINETUNING FOR ARTIFICIAL NEURAL NETWORKS	ARM LIMITED
WO/2021/160988	CONTROL SEQUENCE FOR QUANTUM COMPUTER	PHASECRAFT LIMITED
WO/2021/160989	LOW-WEIGHT FERMION-TO-QUBIT ENCODING	PHASECRAFT LIMITED
WO/2021/165639	CONTROL METHOD FOR A DISTRIBUTED PROCESSING SYSTEM INCLUDING A  QUANTUM INFORMATION PROCESSOR	OXFORD QUANTUM CIRCUITS LIMITED
WO/2021/181059	SUPERCONDUCTING DEVICE	ROYAL HOLLOWAY AND BEDFORD NEW COLLEGE
WO/2021/181082	SYMMETRY-BASED QUANTUM COMPUTATIONAL CHEMISTRY	RIVER LANE RESEARCH LTD.
WO/2021/181104	ARTIFICIAL NEURAL NETWORK OPTICAL HARDWARE ACCELERATOR	ARM LIMITED
WO/2021/181107	OPTIMISED APPROXIMATION ARCHITECTURES AND FORECASTING SYSTEMS	IRUIZ CONTRACTING LTD
WO/2021/205145	A METHOD FOR MANIPULATING CHARGED PARTICLES	OXFORD IONICS LIMITED
WO/2021/209745	SYSTEM AND METHOD FOR GENERATING QUANTUM CIRCUITS	CAMBRIDGE QUANTUM COMPUTING LIMITED
WO/2021/234365	OPTIMISING A NEURAL NETWORK	ARM LIMITED
WO/2021/048572	CONVERSATIONAL AI PLATFORM USING DECLARATIVE GRAPH MODEL	CITRIX SYSTEMS, INC
WO/2021/084286	ROOT CAUSE ANALYSIS IN MULTIVARIATE UNSUPERVISED ANOMALY  DETECTION	CITRIX SYSTEMS, INC.
WO/2021/074656	INFROTON TYPE ARTIFICIAL NEURAL NETWORK	DOBOS, János
WO/2021/053363	TECHNIQUES TO TUNE SCALE PARAMETER FOR ACTIVATIONS IN BINARY  NEURAL NETWORKS	INTEL CORPORATION
WO/2021/019281	SERVICE LEVEL AGREEMENT (SLA) PREDICTION OF FEATURE  COMPOSITION METHOD	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/028714	METHOD, APPARATUSES, COMPUTER PROGRAM AND MEDIUM INCLUDING  COMPUTER INSTRUCTIONS FOR PERFORMING INSPECTION OF AN ITEM	OMRON CORPORATION
WO/2021/044192	DETECTION, PREDICTION AND/OR COMPENSATION OF DATA DRIFT IN  DISTRIBUTED CLOUDS	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/079168	MULTIPLE LOCALLY STORED ARTIFICIAL NEURAL NETWORK COMPUTATIONS	MIPSOLOGY SAS
WO/2021/053381	COMPRESSION AND ACCELERATION METHOD FOR NEURAL NETWORK MODEL,  AND DATA PROCESSING METHOD AND APPARATUS	BYTEDANCE INC.
WO/2021/105752	E=MC2 (PR (A) - SOFTWARE FOR APPLYING THE PATENT FORMULA	SINGH, Meghna
WO/2021/116743	GRADIENT FLOW EMULATION USING DRIFT DIFFUSION PROCESSES	ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE (EPFL)
WO/2021/019294	FREQUENCY GENERATION IN A QUANTUM CONTROLLER	QUANTUM MACHINES
WO/2021/001687	SYSTEMS AND METHODS FOR ENCODING A DEEP NEURAL NETWORK	INTERDIGITAL CE PATENT HOLDINGS, SAS
WO/2021/014215	CONFIGURABLE PROCESSOR FOR IMPLEMENTING CONVOLUTION NEURAL  NETWORKS	SINHA, Pavel
WO/2021/044210	SOFTWARE-DEFINED PULSE ORCHESTRATION PLATFORM	QUANTUM MACHINES
WO/2021/044212	QUANTUM CONTROLLER ARCHITECTURE	QUANTUM MACHINES
WO/2021/059013	CLASSICAL PROCESSOR FOR QUANTUM CONTROL	QUANTUM MACHINES
WO/2021/123903	HIGHLY SCALABLY QUANTUM CONTROL	QUANTUM MACHINES
WO/2021/161069	METHOD AND SYSTEM FOR PRIVACY PRESERVING INFORMATION EXCHANGE	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/198742	METHOD FOR EFFICIENT DISTRIBUTED MACHINE LEARNING  HYPERPARAMETER SEARCH	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/205213	PARALLEL OPTICAL COMPUTING SYSTEM	ACCORD PACIFIC EUROPE SA
WO/2021/209789	MODIFYING STRUCTURE OF ARTIFICIAL NEURAL NETWORKS BY  COLLOCATING PARAMETERS	MIPSOLOGY SAS
WO/2021/161079	METHOD AND SYSTEM FOR PRIVACY PRESERVING INFORMATION EXCHANGE	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/214516	RADIUS BASED NEURAL NETWORK OPERATIONS ON SETS OF POINTS	NEURAL CONCEPT SA
WO/2021/229274	METHOD AND SYSTEM FOR PRIVACY PRESERVING INFORMATION EXCHANGE  IN BUILDING A DECISION TREE	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/234437	PSEUDO-ROUNDING IN ARTIFICIAL NEURAL NETWORKS	MIPSOLOGY SAS
WO/2021/009580	HETEROGENEOUS INTEGRATION STRUCTURE FOR ARTIFICIAL  INTELLIGENCE COMPUTING	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/001735	CREATING GLOBAL CONVERSATION THREAD ACROSS COMMUNICATION  CHANNELS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/009586	SEMICONDUCTOR DEVICE COMPRISING MULTIPLY-ACCUMULATE CIRCUITRY  AND STORAGE DEVICE, ELECTRONIC COMPONENT, AND ELECTRONIC EQUIPMENT	SEMICONDUCTOR ENERGY LABORATORY CO., LTD.
WO/2021/028738	QUBIT SENSORY REPRESENTATION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/001782	METHOD FOR SENDING CLASSICAL DATA IN QUANTUM INFORMATION  PROCESSING SYSTEMS AND CORRESPONDING SYSTEM	ALMA MATER STUDIORUM - UNIVERSITà DI BOLOGNA
WO/2021/001791	ARCHITECTURE, SYSTEM, AND METHOD FOR SIMULATING DYNAMICS  BETWEEN EMOTIONAL STATES OR BEHAVIOR FOR A MAMMAL MODEL AND ARTIFICIAL  NERVOUS SYSTEM	SOUL MACHINES
WO/2021/038332	NEURAL NETWORK CIRCUITS PROVIDING EARLY INTEGRATION BEFORE  ANALOG-TO-DIGITAL CONVERSION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/038334	SUPPRESSING OUTLIER DRIFT COEFFICIENTS WHILE PROGRAMMING PHASE  CHANGE MEMORY SYNAPSES	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/014343	ARTIFICIAL INTELLIGENCE GUIDED IDENTIFICATION OF AFFORDABLE  RE-PURPOSED DRUGS FOR LEUKEMIAS	REAGENE INNOVATIONS PVT. LTD.
WO/2021/044227	NEURAL NETWORK CIRCUITRY HAVING FLOATING POINT FORMAT WITH  ASYMMETRIC RANGE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/014418	AUTOMATICALLY SCALING A NUMBER OF DEPLOYED APPLICATION  DELIVERY CONTROLLERS (ADCS) IN A DIGITAL NETWORK	SNAPT, INC
WO/2021/191666	SCALABLE SYSTEM FOR DEVICE POSITIONING	ALE INTERNATIONAL
WO/2021/048653	REUSING ADJACENT SIMD UNIT FOR FAST WIDE RESULT GENERATION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/064482	MACHINE LEARNING MODULE FOR A DIALOG SYSTEM	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/028828	METHOD, APPARATUSES, COMPUTER PROGRAM AND MEDIUM INCLUDING  COMPUTER INSTRUCTIONS FOR PERFORMING INSPECTION OF AN ITEM	OMRON CORPORATION
WO/2021/044242	PERFORMING DOT PRODUCT OPERATIONS USING A MEMRISTIVE CROSSBAR  ARRAY	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/038362	PROPERTY PREDICTION SYSTEM	SEMICONDUCTOR ENERGY LABORATORY CO., LTD.
WO/2021/044244	MACHINE LEARNING HARDWARE HAVING REDUCED PRECISION PARAMETER  COMPONENTS FOR EFFICIENT PARAMETER UPDATE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/033125	COMPUTATIONAL MEMORY WITH PROCESSING ELEMENT ROW AND BANK  COMMUNICATIONS	UNTETHER AI CORPORATION
WO/2021/038432	AUTOMATED ARTIFICIAL INTELLIGENCE RADIAL VISUALIZATION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/053508	MAINTAINING DATA PRIVACY IN A SHARED DETECTION MODEL SYSTEM	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/053615	A FEDERATED LEARNING SYSTEM AND METHOD FOR DETECTING FINANCIAL  CRIME BEHAVIOR ACROSS PARTICIPATING ENTITIES	LUCINITY EHF
WO/2021/064506	ARTIFICIAL INTELLIGENCE HARDWARE WITH SYNAPTIC REUSE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/059106	MITIGATING ADVERSARIAL EFFECTS IN MACHINE LEARNING SYSTEMS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/064524	PREDICTING WEATHER RADAR IMAGES	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/064529	BI-SCALED DEEP NEURAL NETWORKS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/070006	HYBRID DATA-MODEL PARALLELISM FOR EFFICIENT DEEP LEARNING	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/070019	DOMAIN SPECIFIC MODEL COMPRESSION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/064700	EVENT STATUS APPARATUSES AND RELATED DEVICES, SYSTEMS, AND  METHODS	LUPIN LIMITED
WO/2021/074743	METHOD AND APPARATUS FOR PRUNING NEURAL NETWORKS	SISVEL TECHNOLOGY S.R.L.
WO/2021/070062	SYSTEMS AND METHODS FOR IDENTIFYING INFLUENTIAL TRAINING DATA  POINTS	ELEMENT AI INC.
WO/2021/070151	TEMPORAL MODELING OF NEURODEGENERATIVE DISEASES	B. G. NEGEV TECHNOLOGIES AND APPLICATIONS LTD., AT BEN-GURION  UNIVERSITY
WO/2021/074795	DYNAMIC ROUTING FOR ACCELERATED DEEP LEARNING	CEREBRAS SYSTEMS INC.
WO/2021/074865	BASIC WAVELET FILTERING FOR ACCELERATED DEEP LEARNING	CEREBRAS SYSTEMS INC.
WO/2021/074867	ADVANCED WAVELET FILTERING FOR ACCELERATED DEEP LEARNING	CEREBRAS SYSTEMS INC.
WO/2021/094859	REGION CONSTRAINED REGULARIZED ADVERSARIAL EXAMPLES FOR MODEL  INTERPRETABILITY	INTERNATIONAL BUSINESS MACHINES CORPOFIATION
WO/2021/094861	NEUROMORPHIC DEVICE WITH CROSSBAR ARRAY STRUCTURE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/084471	ARTIFICIAL INTELLIGENCE TRANSPARENCY	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/084485	PLACEMENT OF COMPUTE AND MEMORY FOR ACCELERATED DEEP LEARNING	CEREBRAS SYSTEMS INC.
WO/2021/084505	OPTIMIZED PLACEMENT FOR EFFICIENCY FOR ACCELERATED DEEP  LEARNING	CEREBRAS SYSTEMS INC.
WO/2021/084506	DISTRIBUTED PLACEMENT OF LINEAR OPERATORS FOR ACCELERATED DEEP  LEARNING	CEREBRAS SYSTEMS INC.
WO/2021/084507	SYSTEM AND METHOD FOR ENCRYPTION AND DECRYPTION USING LOGIC  SYNTHESIS	OUSIA LTD
WO/2021/084510	EXECUTING ARTIFICIAL INTELLIGENCE AGENTS IN AN OPERATING  ENVIRONMENT	ELEMENT AI INC.
WO/2021/084512	SYSTEM AND METHOD FOR OPERATING AN EVENT-DRIVEN ARCHITECTURE	ELEMENT AI INC.
WO/2021/090299	ENSEMBLE OF NARROW AI AGENTS	CORTICA LTD.
WO/2021/094920	FUSING MULTIMODAL DATA USING RECURRENT NEURAL NETWORKS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/094923	IDENTIFYING OPTIMAL WEIGHTS TO IMPROVE PREDICTION ACCURACY IN  MACHINE LEARNING TECHNIQUES	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/099942	USING IMAGER WITH ON-PURPOSE CONTROLLED DISTORTION FOR  INFERENCE OR TRAINING OF AN ARTIFICIAL INTELLIGENCE NEURAL NETWORK	IMMERVISION INC.
WO/2021/116803	CAPACITIVE PROCESSING UNIT	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/111245	INITIALIZATION OF MEMORY NETWORKS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/105927	MACHINE LEARNING PERFORMANCE MONITORING AND ANALYTICS	MONA LABS INC.
WO/2021/255514	PADDING METHOD FOR CONVOLUTIONAL NEURAL NETWORK LAYERS ADAPTED  TO PERFORM MULTIVARIATE TIME SERIES ANALYSIS	UNIVERSIDADE DO PORTO
WO/2021/255515	MULTI-CONVOLUTIONAL ATTENTION UNIT FOR MULTIVARIABLE TIME  SERIES ANALYSIS	UNIVERSIDADE DO PORTO
WO/2021/255516	MULTI-CONVOLUTIONAL TWO-DIMENSIONAL ATTENTION UNIT FOR  ANALYSIS OF A MULTIVARIABLE TIME SERIES THREE-DIMENSIONAL INPUT DATA	UNIVERSIDADE DO PORTO
WO/2021/111269	PREDICTIVE VIRTUAL RECONSTRUCTION OF PHYSICAL ENVIRONMENTS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/111332	NEURAL NETWORK TRAINING USING DATA FLOW GRAPH AND DYNAMIC  MEMORY MANAGEMENT	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/111368	SYSTEM AND METHOD FOR ENABLING AN ACCESS TO A PHYSICS-INSPIRED  COMPUTER AND TO A PHYSICS-INSPIRED COMPUTER SIMULATOR	1QB INFORMATION TECHNOLOGIES INC.
WO/2021/116860	CONTROLLING TRANSACTION REQUESTS BETWEEN APPLICATIONS AND  SERVERS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/070168	GANAKA-4: GANAKA APPLIED TO MOBILES	PRASANNA, Srinivasa
WO/2021/116971	INTEGRATED DOSE COUNTER	TRUDELL MEDICAL INTERNATIONAL
WO/2021/130595	SEMICONDUCTOR DEVICE AND ELECTRONIC DEVICE	SEMICONDUCTOR ENERGY LABORATORY CO., LTD.
WO/2021/130634	INTEGRATION OF PHYSICAL SENSORS IN DATA ASSIMILATION FRAMEWORK	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/137100	METHOD OF AND SERVER FOR TRAINING A MACHINE LEARNING ALGORITHM  FOR ESTIMATING UNCERTAINTY OF A SEQUENCE OF MODELS	ELEMENT AI INC.
WO/2021/144646	SYNAPSE WEIGHT UPDATE COMPENSATION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/140402	DIAGNOSTIC PREDICTION SYSTEM AND METHOD	HEALTHBRIDGE USA, INC
WO/2021/198766	METHOD AND SYSTEM FOR ANOMALY DETECTION AND REPORT GENERATION	L&T TECHNOLOGY SERVICES LIMITED
WO/2021/181155	CONCURRENT RESULTS PROCESSING IN A QUANTUM CONTROL SYSTEM	QUANTUM MACHINES
WO/2021/165746	MACHINE LEARNING PLATFORM	MIND FOUNDRY LTD
WO/2021/198773	METHODS AND SYSTEMS TO TRAIN ARTIFICIAL INTELLIGENCE MODULES	ORANGE
WO/2021/140469	RECOMMENDATION METHOD AND SYSTEM	ELEMENT AI INC.
WO/2021/148897	SEMICONDUCTOR DEVICE AND ELECTRONIC INSTRUMENT	SEMICONDUCTOR ENERGY LABORATORY CO., LTD.
WO/2021/144723	SYSTEM FOR HANDLING MULTI-PARTY INTERACTIONS WITH AGENTS OF AN  ENTERPRISE AND METHOD THEREOF	[24]7.AI, INC.
WO/2021/156693	MODULAR NEURAL SENSING SYSTEM FOR PREDICTING PHYSICOCHEMICAL  PROPERTIES	UNIVERSITÄT ZüRICH
WO/2021/152515	PLANNING FOR AGENT CONTROL USING LEARNED HIDDEN STATES	DEEPMIND TECHNOLOGIES LIMITED
WO/2021/152547	METHOD AND SYSTEM FOR LOCALIZATION WITH SUPERVISION	ELEMENT AI INC.
WO/2021/161136	LEARNING WITH MOMENT ESTIMATION USING DIFFERENT TIME CONSTANTS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/165786	TRACING OF COVID-19 VACCINE VIALS	WILIOT, LTD.
WO/2021/165799	SEMICONDUCTOR DEVICE AND ELECTRONIC DEVICE	SEMICONDUCTOR ENERGY LABORATORY CO., LTD.
WO/2021/205244	GENERATING PERFORMANCE PREDICTIONS WITH UNCERTAINTY INTERVALS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/165874	TRACKING MOVING OBJECTS	HOOPO SYSTEMS LTD.
WO/2021/171152	DEEP CAUSAL LEARNING FOR DATA STORAGE AND PROCESSING POWER  MANAGEMENT	3M INNOVATIVE PROPERTIES COMPANY
WO/2021/165887	ADVERSARIAL AUTOENCODER ARCHITECTURE FOR METHODS OF GRAPH TO  SEQUENCE MODELS	INSILICO MEDICINE IP LIMITED
WO/2021/165941	MEASURING LOCAL CRITICAL DIMENSION UNIFORMITY OF AN ARRAY OF  TWO-DIMENSIONAL STRUCTURAL ELEMENTS	NOVA MEASURING INSTRUMENTS LTD.
WO/2021/191703	METHOD FOR SELECTING DATASETS FOR UPDATING ARTIFICIAL  INTELLIGENCE MODULE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/191704	MACHINE LEARNING BASED DATA MONITORING	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/171274	MACHINE LEARNED STRUCTURED DATA EXTRACTION FROM DOCUMENT IMAGE	UBER TECHNOLOGIES, INC.
WO/2021/176337	DETERMINISTIC DECODER VARIATIONAL AUTOENCODER	INSILICO MEDICINE IP LIMITED
WO/2021/205249	DYNAMICALLY BALANCING INBOUND TRAFFIC IN A MULTI-NETWORK  INTERFACE-ENABLED PROCESSING SYSTEM	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/198809	FEATURE REORDERING BASED ON SPARSITY FOR IMPROVED MEMORY  COMPRESSION TRANSFERS DURING MACHINE LEARNING JOBS	ATI TECHNOLOGIES ULC
WO/2021/198810	FEATURE REORDERING BASED ON SIMILARITY FOR IMPROVED MEMORY  COMPRESSION TRANSFERS DURING MACHINE LEARNING JOBS	ATI TECHNOLOGIES ULC
WO/2021/181281	METHOD AND SYSTEM FOR ESTIMATING PHYSICAL QUANTITIES OF A  PLURALITY OF MODELS USING A SAMPLING DEVICE	1QB INFORMATION TECHNOLOGIES INC.
WO/2021/198817	TECHNIQUES FOR IMPROVING MESH ACCURACY USING LABELED INPUTS	TETAVI LTD.
WO/2021/181313	EDGE MESSAGE PASSING NEURAL NETWORK	INSILICO MEDICINE IP LIMITED
WO/2021/191750	PARAMETER SHARING IN FEDERATED LEARNING	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/229312	OPTIMIZING CAPACITY AND LEARNING OF WEIGHTED REAL-VALUED LOGIC	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/205261	GENERATING THREE-DIMENSIONAL SPIKES USING LOW-POWER COMPUTING  HARDWARE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/191772	METHOD AND SYSTEM FOR CROP LOSS ESTIMATION	TATA CONSULTANCY SERVICES LIMITED
WO/2021/209855	SEMICONDUCTOR DEVICE AND ELECTRONIC APPARATUS	SEMICONDUCTOR ENERGY LABORATORY CO., LTD.
WO/2021/229320	MATRIX SKETCHING USING ANALOG CROSSBAR ARCHITECTURES	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/229321	FIRST-ORDER LOGICAL NEURAL NETWORKS WITH BIDIRECTIONAL  INFERENCE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/214638	ASYNCHRONOUS QUANTUM INFORMATION PROCESSING	GOLDMAN SACHS & CO. LLC
WO/2021/224720	DETERMINING MULTIVARIATE TIME SERIES DATA DEPENDENCIES	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/260451	DEPTH-CONSTRAINED KNOWLEDGE DISTILLATION FOR INFERENCE ON  ENCRYPTED DATA	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/229371	PREDICTION OF PERFORMANCE DEGRADATION WITH NON-LINEAR  CHARACTERISTICS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/229373	SEMICONDUCTOR DEVICE AND ELECTRONIC APPARATUS	SEMICONDUCTOR ENERGY LABORATORY CO., LTD.
WO/2021/240275	REAL-TIME METHOD OF BIO BIG DATA AUTOMATIC COLLECTION FOR  PERSONALIZED LIFESPAN PREDICTION	INTIME BIOTECH LLC
WO/2021/224895	SYSTEMS AND METHODS FOR DISTRIBUTED DATA ANALYTICS	XAILIENT
WO/2021/240286	EFFICIENT TILE MAPPING FOR ROW-BY-ROW CONVOLUTIONAL NEURAL  NETWORK MAPPING FOR ANALOG ARTIFICIAL INTELLIGENCE NETWORK INFERENCE	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/229515	MODEL-INDEPENDENT FEATURE SELECTION	KOCH BUSINESS SOLUTIONS, LP
WO/2021/240300	MACHINE LEARNING MODEL ERROR DETECTION	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/234577	METHOD OF AND SYSTEM FOR TRAINING MACHINE LEARNING ALGORITHM  FOR OBJECT CLASSIFICATION	ELEMENT AI INC.
WO/2021/234610	METHOD OF AND SYSTEM FOR TRAINING MACHINE LEARNING ALGORITHM  TO GENERATE TEXT SUMMARY	ELEMENT AI INC.
WO/2021/234624	SYSTEM AND METHOD OF AUGMENTING A THREE-DIMENSIONAL OBJECTS  TRAINING DATASET	APPLICATIONS MOBILES OVERVIEW INC.
WO/2021/255569	DRIFT REGULARIZATION TO COUNTERACT VARIATION IN DRIFT  COEFFICIENTS FOR ANALOG ACCELERATORS	INTERNATIONAL BUSINESS MACHINES CORPORATION
WO/2021/250600	METHODS AND SYSTEMS FOR MATCHING AND OPTIMIZING TECHNOLOGY  SOLUTIONS TO REQUESTED ENTERPRISE PRODUCTS	FINTECH NEXT LTD.
WO/2021/255605	APPARATUS, METHOD AND COMPUTER PROGRAM PRODUCT FOR OPTIMIZING  PARAMETERS OF A COMPRESSED REPRESENTATION OF A NEURAL NETWORK	NOKIA TECHNOLOGIES OY
WO/2021/255610	REMOTE MONITORING WITH ARTIFICIAL INTELLIGENCE AND AWARENESS  MACHINES	NESARIKAR, Abhijit
WO/2021/260612	NEURAL HASHING FOR SIMILARITY SEARCH	GSI TECHNOLOGY INC.
WO/2021/105974	MOLECULAR DATA STORAGE SYSTEMS AND METHODS	TECHNION RESEARCH AND DEVELOPMENT FOUNDATION LTD.
WO/2021/001815	SUB-FIELD IDENTIFICATION SYSTEM AND METHOD	SAFERIDE TECHNOLOGIES LTD.
WO/2021/024246	METHODS AND SYSTEMS FOR IMPROVING ASSET OPERATION BASED ON  IDENTIFICATION OF SIGNIFICANT CHANGES IN SENSOR COMBINATIONS IN RELATED  EVENTS	PRECOGNIZE LTD.
WO/2021/033179	AUTOMATED LITERATURE META ANALYSIS USING HYPOTHESIS GENERATORS  AND AUTOMATED SEARCH	TECHNION RESEARCH & DEVELOPMENT FOUNDATION LIMITED
WO/2021/064727	OPTICAL NEURON UNIT AND NETWORK OF THE SAME	COGNIFIBER LTD.
WO/2021/090319	A SYSTEM AND METHOD FOR GENERATING AND INTERACTING WITH  INTERACTIVE MULTILAYERED DATA MODELS	POMICELL LTD.
WO/2021/090323	GAP-AWARE MITIGATION OF GRADIENT STALENESS	TECHNION RESEARCH & DEVELOPMENT FOUNDATION LIMITED
WO/2021/090324	REMOTE MEASUREMENT OF CROP STRESS	MIGAL APPLIED RESEARCH LTD.
WO/2021/111431	IMPROVING ACCURACY OF CLASSIFICATION MODELS	ORBOTECH LTD.
WO/2021/111438	QUANTUM COMPUTING DEVICE	YEDA RESEARCH AND DEVELOPMENT CO. LTD.
WO/2021/152593	COMPUTERIZED-SYSTEM AND COMPUTERIZED-METHOD TO CALCULATE AN  ECONOMIC FEASIBILITY ANALYSIS FOR AN URBAN PLANNING MODEL	URBAN DASHBOARD LTD
WO/2021/224916	PREDICTION OF BIOLOGICAL ROLE OF TISSUE RECEPTORS	CARMEL HAIFA UNIVERSITY ECONOMIC CORPORATION LTD.
WO/2021/234711	SYSTEM AND METHOD FOR ASSESSING IMAGED OBJECT LOCATION	BUILDOTS LTD.
WO/2021/245666	QUANTUM SIMULATION WITH TRAPPED IONS IN A GRADIENT FIELD	YEDA RESEARCH AND DEVELOPMENT CO. LTD.
WO/2021/260678	MACHINE LEARNING MODEL ENSEMBLE FOR COMPUTING LIKELIHOOD OF AN  ENTITY FAILING TO MEET A TARGET PARAMETER	LIQUIDITY CAPITAL M. C. LTD.
WO/2021/095044	APPARATUSES, METHODS, AND COMPUTER PROGRAMS FOR DETECTING AN  IMPOSTOR SYSTEM	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/111455	IMPROVING SOFTWARE DEFINED NETWORKING CONTROLLER AVAILABILITY  USING MACHINE LEARNING TECHNIQUES	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/111456	MODERATOR FOR IDENTIFYING DEFICIENT NODES IN FEDERATED  LEARNING	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/144803	CONTEXT-LEVEL FEDERATED LEARNING	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/220285	MACHINE-LEARNING POLICY ENGINE	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/130766	VIRTUAL BRAIN CLONING : TELEPATHIC DATA COMMUNICATIONS WITH  VIRTUAL REALITY HOLOGRAPHIC PROJECTIONS USING ARTIFICIAL INTELLIGENCE	SAMBANA, Bosubabu
WO/2021/152606	METHOD AND SYSTEM FOR TIME LAG IDENTIFICATION IN AN INDUSTRY	TATA CONSULTANCY SERVICES LIMITED
WO/2021/070204	MACHINE LEARNING, DEEP LEARNING AND ARTIFICIAL INTELLIGENCE  FOR PHYSICAL TRANSPORT PHENOMENON IN THERMAL MANAGEMENT	INDIAN INSTITUTE OF TECHNOLOGY MADRAS (IIT MADRAS)
WO/2021/074924	METHOD AND SYSTEM FOR PROVIDING COLLABORATIVE BROWSING ACROSS  A PLURALITY OF USER DEVICES	MITAL, Rohan
WO/2021/165996	ADAPTIVE LEARNING SYSTEM FOR LOCALIZING AND MAPPING USER AND  OBJECT USING AN ARTIFICIALLY INTELLIGENT MACHINE	RN CHIDAKASHI TECHNOLOGIES PVT. LTD
WO/2021/191933	MODEL DRIVEN SUB-SYSTEM FOR DESIGN AND EXECUTION OF  EXPERIMENTS	TATA CONSULTANCY SERVICES LIMITED
WO/2021/005653	LEARNING DEVICE, LEARNING METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/005739	BEHAVIOR LEARNING SYSTEM, BEHAVIOR LEARNING METHOD, AND  PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/005786	RANDOM FOREST COMPUTATION DEVICE, RANDOM FOREST COMPUTATION  METHOD, AND RANDOM FOREST COMPUTATION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/009847	DISTRIBUTED DEEP LEARNING SYSTEM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/014495	LABEL ESTIMATION DEVICE, LABEL ESTIMATION METHOD, AND LABEL  ESTIMATION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/014551	LEARNING SYSTEM, LEARNING METHOD, COLLECTION DEVICE, AND  COLLECTION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/014638	DEVICE FOR MONITORING APPARATUS STATE AND METHOD FOR  MONITORING APPARATUS STATE	MITSUBISHI ELECTRIC CORPORATION
WO/2021/019649	OPTIMIZATION DEVICE, OPTIMIZATION METHOD, AND OPTIMIZATION  PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/024297	ADVERSARIAL EXAMPLE DETECTION SYSTEM, METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/028970	CONTROL SYSTEM, SERVER, APPARATUS, CONTROL METHOD, AND PROGRAM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/028987	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND NON-TRANSITORY COMPUTER-READABLE MEDIUM WITH PROGRAM STORED THEREIN	NEC CORPORATION
WO/2021/029063	QUANTUM CIRCUIT SYSTEM	MDR INC.
WO/2021/033277	OPTICAL INFORMATION PROCESSOR	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/033288	RECOGNITION SYSTEM, MODEL PROCESSING DEVICE, MODEL PROCESSING  METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/038639	DEVICE IDENTIFICATION APPARATUS, DEVICE IDENTIFICATION METHOD,  AND DEVICE IDENTIFICATION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/038781	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM	NEC CORPORATION
WO/2021/038793	LEARNING SYSTEM, LEARNING METHOD, AND PROGRAM	RAKUTEN, INC.
WO/2021/038812	CLASSIFICATION DEVICE, LEARNING DEVICE, CLASSIFICATION METHOD,  LEARNING METHOD, CLASSIFICATION PROGRAM, AND LEARNING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/038826	STATE TRANSITION MODEL CONSTRUCTING DEVICE AND AUTONOMOUS  SYSTEM	HITACHI, LTD.
WO/2021/038849	LEARNING METHOD, LEARNING PROGRAM, AND LEARNING DEVICE	FUJITSU LIMITED
WO/2021/038886	LEARNING METHOD, LEARNING PROGRAM, AND LEARNING DEVICE	FUJITSU LIMITED
WO/2021/044459	LEARNING DEVICE, PREDICTION SYSTEM, METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/044467	NEURAL NETWORK LEARNING DEVICE, NEURAL NETWORK LEARNING  METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/044516	CALCULATION DEVICE, CALCULATION METHOD, AND NON-TRANSITORY  COMPUTER-READABLE MEDIUM STORING PROGRAM	NEC CORPORATION
WO/2021/044576	INTERFERENCE DEVICE, APPARATUS CONTROL SYSTEM, AND LEARNING  DEVICE	MITSUBISHI ELECTRIC CORPORATION
WO/2021/044610	LEARNING DEVICE, LEARNING METHOD, LEARNING DATA GENERATION  DEVICE, LEARNING DATA GENERATION METHOD, INFERENCE DEVICE, AND INFERENCE  METHOD	MITSUBISHI ELECTRIC CORPORATION
WO/2021/044626	FEATURE AMOUNT EXTRACTION DEVICE, TIME-SERIES DATA ANALYSIS  SYSTEM, METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/048902	LEARNING MODEL APPLICATION SYSTEM, LEARNING MODEL APPLICATION  METHOD, AND PROGRAM	RAKUTEN, INC.
WO/2021/049005	INFORMATION PROCESSING DEVICE AND ELECTRONIC APPARATUS  EQUIPPED WITH SAME	MITSUBISHI ELECTRIC CORPORATION
WO/2021/053758	DATA PROCESSING DEVICE, LEARNING DEVICE, DATA PROCESSING  METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/053776	LEARNING DEVICE, LEARNING METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/053781	VARIABLE OPTIMIZATION DEVICE, VARIABLE OPTIMIZATION METHOD,  AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/059338	SOLUTION SYSTEM, SOLUTION METHOD, AND SOLUTION PROGRAM	NEC CORPORATION
WO/2021/059348	LEARNING METHOD, LEARNING PROGRAM, AND LEARNING DEVICE	FUJITSU LIMITED
WO/2021/059349	LEARNING METHOD, LEARNING PROGRAM, AND LEARNING DEVICE	FUJITSU LIMITED
WO/2021/059375	LEARNING DEVICE, LEARNING METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/059476	DATA PROCESSING DEVICE, DATA PROCESSING SYSTEM, AND DATA  PROCESSING METHOD	MITSUBISHI ELECTRIC CORPORATION
WO/2021/059527	LEARNING DEVICE, LEARNING METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/064787	LEARNING SYSTEM, LEARNING DEVICE, AND LEARNING METHOD	NEC CORPORATION
WO/2021/064833	ABNORMALITY DETECTION DEVICE, ABNORMALITY DETECTION METHOD,  AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/064856	ROBUST LEARNING DEVICE, ROBUST LEARNING METHOD, PROGRAM, AND  STORAGE DEVICE	NEC CORPORATION
WO/2021/064891	INFERENCE KNOWLEDGE CONSTRUCTION ASSISTANCE DEVICE, INFERENCE  KNOWLEDGE CONSTRUCTION ASSISTANCE METHOD, AND COMPUTER-READABLE RECORDING  MEDIUM	NEC CORPORATION
WO/2021/064897	PARAMETER ESTIMATION DEVICE, PARAMETER ESTIMATION METHOD, AND  PARAMETER ESTIMATION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/064898	PARAMETER ESTIMATING DEVICE, PARAMETER ESTIMATING METHOD, AND  PARAMETER ESTIMATING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/064906	SENTENCE GENERATION DEVICE, SENTENCE GENERATION LEARNING  DEVICE, SENTENCE GENERATION METHOD, SENTENCE GENERATION LEARNING METHOD, AND  PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/064931	KNOWLEDGE TRACING DEVICE, METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/070224	INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING METHOD,  AND INFORMATION PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/070229	OPTIMIZATION DEVICE, OPTIMIZATION METHOD, AND NON-TRANSITORY  COMPUTER-READABLE MEDIUM IN WHICH OPTIMIZATION PROGRAM IS STORED	NEC CORPORATION
WO/2021/070394	LEARNING DEVICE, CLASSIFICATION DEVICE, LEARNING METHOD, AND  LEARNING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/074990	SEARCH DEVICE, SEARCH METHOD, SEARCH PROGRAM, AND LEARNING  MODEL SEARCH SYSTEM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/075009	LEARNING DEVICE, ESTIMATION DEVICE, LEARNING METHOD, AND  LEARNING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/075029	MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND MACHINE  LEARNING DEVICE	FUJITSU LIMITED
WO/2021/075063	NEURAL NETWORK-BASED SIGNAL PROCESSING APPARATUS, NEURAL  NETWORK-BASED SIGNAL PROCESSING METHOD, AND COMPUTER-READABLE STORAGE MEDIUM	NEC CORPORATION
WO/2021/079425	DATA PRE-PROCESSING METHOD, DATA PRE-PROCESSING DEVICE, DATA  PRE-PROCESSING PROGRAM	FUJITSU LIMITED
WO/2021/079436	DETECTION METHOD, DETECTION PROGRAM, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079440	CREATION METHOD, CREATION PROGRAM, AND INFORMATION PROCESSING  DEVICE	FUJITSU LIMITED
WO/2021/079442	ESTIMATION PROGRAM, ESTIMATION METHOD, INFORMATION PROCESSING  DEVICE, RELEARNING PROGRAM, AND RELEARNING METHOD	FUJITSU LIMITED
WO/2021/079443	DETECTION METHOD, DETECTION PROGRAM, AND DETECTION DEVICE	FUJITSU LIMITED
WO/2021/079444	DISPLAY METHOD, DISPLAY PROGRAM, AND INFORMATION PROCESSING  DEVICE	FUJITSU LIMITED
WO/2021/079445	DISPLAY METHOD, DISPLAY PROGRAM, AND INFORMATION PROCESSING  DEVICE	FUJITSU LIMITED
WO/2021/079446	DISPLAY METHOD, DISPLAY PROGRAM, AND INFORMATION PROCESSING  DEVICE	FUJITSU LIMITED
WO/2021/079447	DISPLAY METHOD, DISPLAY PROGRAM, AND INFORMATION PROCESSING  DEVICE	FUJITSU LIMITED
WO/2021/079457	OPTIMIZATION DEVICE, OPTIMIZATION METHOD, AND NON-TRANSITORY  COMPUTER-READABLE MEDIUM IN WHICH OPTIMIZATION PROGRAM HAS BEEN STORED	NEC CORPORATION
WO/2021/079458	DETECTION METHOD, DETECTION PROGRAM, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079459	DETECTION METHOD, DETECTION PROGRAM, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079460	DETECTION METHOD, DETECTION PROGRAM, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079473	GENERATION METHOD, GENERATION PROGRAM, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079478	DETERIORATION DETECTION METHOD, DETERIORATION DETECTION  PROGRAM, AND INFORMATION PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079479	ASSESSMENT METHOD, ASSESSMENT PROGRAM, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079480	DETERIORATION DETECTION METHOD, DETERIORATION DETECTION  PROGRAM, AND INFORMATION PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079481	DEGRADATION DETECTION METHOD, DEGRADATION DETECTION PROGRAM,  AND INFORMATION PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079482	GENERATION METHOD, GENERATION PROGRAM, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079483	GENERATION METHOD, GENERATION PROGRAM, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079484	CREATION METHOD, CREATION PROGRAM, AND INFORMATION PROCESSING  DEVICE	FUJITSU LIMITED
WO/2021/079485	GENERATION METHOD, GENERATION PROGRAM, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/079507	DATA EXPANSION DEVICE, METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/084580	MODEL GENERATION SYSTEM, METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/084587	MACHINE LEARNING DATA GENERATION DEVICE, MACHINE LEARNING  DEVICE, WORK SYSTEM, COMPUTER PROGRAM, MACHINE LEARNING DATA GENERATION  METHOD, AND WORK MACHINE MANUFACTURING METHOD	KABUSHIKI KAISHA YASKAWA DENKI
WO/2021/084609	LEARNING DEVICE, CLASSIFICATION DEVICE, LEARNING METHOD,  CLASSIFICATION METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/084623	DEGRADATION SUPPRESSION PROGRAM, DEGRADATION SUPPRESSION  METHOD, AND INFORMATION PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/084629	CALCULATION CIRCUIT, CALCULATION DEVICE, INFORMATION  PROCESSING DEVICE, AND GROUND STATE SEARCH METHOD FOR ISING MODEL	HITACHI, LTD.
WO/2021/084646	ONTOLOGY MAPPING SYSTEM AND ONTOLOGY MAPPING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/084717	IINFORMATION PROCESSING CIRCUIT AND METHOD OF DESIGNING  INFORMATION PROCESSING CIRCUIT	NEC CORPORATION
WO/2021/084733	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND COMPUTER-READABLE RECORDING MEDIUM	NEC CORPORATION
WO/2021/084738	DATA GENERATION METHOD, DATA GENERATION DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/090484	LEARNING DEVICE, INFORMATION INTEGRATION SYSTEM, LEARNING  METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/090497	INFERENCE-MAKING DEVICE, INFERENCE-MAKING METHOD, AND  COMPUTER-READABLE RECORDING MEDIUM	NEC CORPORATION
WO/2021/095093	THREE-DIMENSIONAL POINT CLOUD LABEL LEARNING DEVICE,  THREE-DIMENSIONAL POINT CLOUD LABEL ESTIMATING DEVICE, METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/095101	LEARNING DEVICE, DETECTION DEVICE, LEARNING METHOD, AND  ABNORMALITY DETECTION METHOD	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/095119	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/095160	INFORMATION PROCESSING DEVICE, LEARNING METHOD, AND RECORDING  MEDIUM	NEC CORPORATION
WO/2021/095162	DISTRIBUTED DEEP LEARNING SYSTEM AND DATA TRANSMISSION METHOD	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/095190	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM	NEC CORPORATION
WO/2021/095196	DISTRIBUTED DEEP LEARNING SYSTEM AND DISTRIBUTED DEEP LEARNING  METHOD	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/095211	OUTPUT METHOD, OUTPUT PROGRAM, AND OUTPUT DEVICE	FUJITSU LIMITED
WO/2021/095212	OUTPUT METHOD, OUTPUT PROGRAM, AND OUTPUT DEVICE	FUJITSU LIMITED
WO/2021/095213	LEARNING METHOD, LEARNING PROGRAM, AND LEARNING DEVICE	FUJITSU LIMITED
WO/2021/095222	THRESHOLD VALUE GENERATION DEVICE, THRESHOLD VALUE GENERATION  METHOD, AND THRESHOLD VALUE GENERATION PROGRAM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/100077	OPTIMIZATION DEVICE, OPTIMIZATION METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/100109	EVENT PREDICTION METHOD, EVENT PREDICTION DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/100121	INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING  METHOD, NON-TRANSITORY COMPUTER READABLE MEDIUM	NEC CORPORATION
WO/2021/100128	TRAINING DATA GENERATION APPARATUS, TRAINING DATA GENERATION  METHOD, TRAINING DATA GENERATION PROGRAM, AND STORAGE MEDIUM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/100181	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/100184	LEARNING DEVICE, ESTIMATION DEVICE, LEARNING METHOD, AND  LEARNING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/106028	MACHINE-LEARNING DEVICE, MACHINE-LEARNING METHOD, AND  RECORDING MEDIUM HAVING MACHINE-LEARNING PROGRAM STORED THEREIN	NEC CORPORATION
WO/2021/106105	DISTRIBUTED DEEP LEARNING SYSTEM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/106111	LEARNING DEVICE, INFERENCE DEVICE, LEARNING METHOD, INFERENCE  METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/106118	LEARNING METHOD, LEARNING DEVICE, AND LEARNING PROGRAM	FUJITSU LIMITED
WO/2021/106202	LEARNING DEVICE, LEARNING METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/111490	DISTRIBUTED PROCESS CALCULATOR AND DISTRIBUTED DEEP LEARNING  SYSTEM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/111491	DISTRIBUTED DEEP LEARNING SYSTEM AND DISTRIBUTED DEEP LEARNING  METHOD	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/111499	LEARNING DEVICE, ESTIMATION DEVICE, METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/111511	SEARCH DEVICE, SEARCH PROGRAM, AND PLASMA PROCESSING DEVICE	HITACHI HIGH-TECH CORPORATION
WO/2021/111562	ABNORMALITY DETECTION DEVICE FOR MACHINE-LEARNING DEVICE,  PERSON DETECTION SYSTEM, AND ABNORMALITY DETECTION METHOD FOR  MACHINE-LEARNING DEVICE	MITSUBISHI ELECTRIC CORPORATION
WO/2021/111573	RESERVOIR CALCULATION DATA FLOW PROCESSOR	TDK CORPORATION
WO/2021/111596	INFORMATION LEARNING SYSTEM, INFORMATION LEARNING METHOD,  INFORMATION LEARNING PROGRAM, AND INFORMATION LEARNING DEVICE	NEC CORPORATION
WO/2021/111606	GRAPH SEARCHING DEVICE, GRAPH SEARCHING METHOD, AND  COMPUTER-READABLE RECORDING MEDIUM	NEC CORPORATION
WO/2021/111630	DATA GENERATION PROGRAM AND METHOD	FUJITSU LIMITED
WO/2021/111633	PARAMETER OPTIMIZATION DEVICE, PARAMETER OPTIMIZATION METHOD,  AND PARAMETER OPTIMIZATION PROGRAM	NEC CORPORATION
WO/2021/117085	LEARNING DEVICE, ESTIMATION DEVICE, METHODS THEREFOR, AND  PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/117150	EVOLUTION CALCULATION PROGRAM FOR PARALLEL CALCULATION,  INFORMATION PROCESSING DEVICE, AND EVOLUTION CALCULATION METHOD FOR PARALLEL  CALCULATION	FUJITSU LIMITED
WO/2021/124379	RESERVOIR ELEMENT	TDK CORPORATION
WO/2021/124488	LEARNING DATA GENERATION METHOD, LEARNING DATA GENERATION  DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/124489	SUMMARY LEARNING METHOD, SUMMARY LEARNING DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/130800	COMBINATORIAL OPTIMIZATION PROBLEM PROCESSING DEVICE AND  METHOD FOR SAME	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/130814	COMBINATIONAL OPTIMIZATION PROBLEM PROCESSING DEVICE AND  METHOD THEREFOR	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/130864	FEATURE LEARNING SYSTEM, FEATURE LEARNING METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/130867	EQUILIBRIUM CALCULATION DEVICE, EQUILIBRIUM CALCULATION  METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/130888	LEARNING DEVICE, ESTIMATION DEVICE, AND LEARNING METHOD	NEC CORPORATION
WO/2021/130915	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM	NEC CORPORATION
WO/2021/130916	INTENTION FEATURE VALUE EXTRACTION DEVICE, LEARNING DEVICE,  METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/130995	DATA GENERATION DEVICE, LEARNING SYSTEM, DATA EXPANSION  METHOD, AND PROGRAM RECORDING MEDIUM	NEC CORPORATION
WO/2021/130997	MODEL COMPRESSION DEVICE, LEARNING SYSTEM, MODEL COMPRESSION  METHOD, AND PROGRAM RECORDING MEDIUM	NEC CORPORATION
WO/2021/131013	INFERENCE DEVICE, SETTING METHOD, AND SETTING PROGRAM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/140604	TEACHING DATA GENERATION SYSTEM AND TEACHING DATA GENERATION  METHOD	NAGASAKI UNIVERSITY
WO/2021/140643	NEURAL NETWORK SYSTEM, NEURAL NETWORK TRAINING METHOD, AND  NEURAL NETWORK TRAINING PROGRAM	FUJITSU LIMITED
WO/2021/144841	RISK ASSESSMENT DEVICE, RISK ASSESSMENT METHOD, AND RISK  ASSESSMENT PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/144852	DATA CLASSIFICATION DEVICE, DATA CLASSIFICATION METHOD, AND  PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/144894	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND COMPUTER-READABLE RECORDING MEDIUM	NEC CORPORATION
WO/2021/144938	LEARNING ASSISTANCE PROGRAM, LEARNING ASSISTANCE METHOD, AND  LEARNING ASSISTANCE DEVICE	FUJITSU LIMITED
WO/2021/144963	POLICY LEARNING METHOD, POLICY LEARNING DEVICE, AND PROGRAM	NEC CORPORATION
WO/2021/144992	CONTROL METHOD, CONTROL PROGRAM, AND INFORMATION PROCESSING  DEVICE	FUJITSU LIMITED
WO/2021/149202	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/149206	GENERATION DEVICE, GENERATION METHOD, AND GENERATION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/152685	ABNORMALITY DEGREE CALCULATION DEVICE, ABNORMAL SOUND  DETECTION APPARATUS, AND METHODS AND PROGRAMS THEREFOR	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/152792	CONVERSION LEARNING DEVICE, CONVERSION LEARNING METHOD,  CONVERSION LEARNING PROGRAM, AND CONVERSION DEVICE	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/156941	STRUCTURE CONVERSION DEVICE, STRUCTURE CONVERSION METHOD, AND  STRUCTURE CONVERSION PROGRAM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/157004	POLICY ESTIMATION METHOD, POLICY ESTIMATION DEVICE AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/157006	ESTIMATION METHOD, ESTIMATION DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/157007	OPTIMIZATION FUNCTION GENERATION DEVICE, OPTIMIZATION FUNCTION  GENERATION METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/157008	OPTIMIZATION FUNCTION GENERATION DEVICE, OPTIMIZATION FUNCTION  GENERATION METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/157062	LEARNING DEVICE FOR QUANTIZATION BIT NUMBER EXPANSION, SIGNAL  ESTIMATION DEVICE, LEARNING METHOD, SIGNAL ESTIMATION METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/157067	LEARNING PROCESSING DEVICE AND METHOD	HITACHI HIGH-TECH CORPORATION
WO/2021/161405	ABNORMAL DATA GENERATION DEVICE, ABNORMAL DATA GENERATION  MODEL LEARNING DEVICE, ABNORMAL DATA GENERATION METHOD, ABNORMAL DATA  GENERATION MODEL LEARNING METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/161492	ARTIFICIAL GENERAL INTELLIGENCE SYSTEM AND ARTIFICIAL GENERAL  INTELLIGENCE PROGRAM	ROBOMIND, INC.
WO/2021/161496	INFORMATION PROCESSING CIRCUIT	NEC CORPORATION
WO/2021/161503	DESIGN PROGRAM AND DESIGN METHOD	FUJITSU LIMITED
WO/2021/161538	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/161539	CLASSIFICATION METHOD, CLASSIFICATION DEVICE, AND  CLASSIFICATION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/161542	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/166060	ESTIMATION DEVICE, METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/166104	PROCESSING DEVICE, ESTIMATION DEVICE, PROCESSING METHOD, AND  ESTIMATION METHOD	NEC CORPORATION
WO/2021/161547	INFORMATION PROCESSING APPARATUS, METHOD, AND NON-TRANSITORY  COMPUTER READABLE MEDIUM	NEC CORPORATION
WO/2021/166243	DISCRIMINATION DEVICE, LEARNING METHOD FOR DISCRIMINATION  DEVICE, AND COMPUTER PROGRAM	NEC CORPORATION
WO/2021/171372	ITEM CLASSIFICATION ASSISTANCE SYSTEM, METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/171373	ITEM CLASSIFICATION ASSISTANCE SYSTEM, METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/171384	CLUSTERING DEVICE, CLUSTERING METHOD, AND CLUSTERING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/171398	INFERENCE DEVICE, DRIVING ASSISTANCE DEVICE, INFERENCE METHOD,  AND SERVER	MITSUBISHI ELECTRIC CORPORATION
WO/2021/171455	RESERVOIR ELEMENT AND ARITHMETIC CIRCUIT	TDK CORPORATION
WO/2021/171596	INFERENCE SYSTEM, LEARNING REQUEST DEVICE, AND LEARNING  REQUEST METHOD	OLYMPUS CORPORATION
WO/2021/176514	LEARNING PROCESSING PROGRAM, INFORMATION PROCESSING DEVICE,  AND LEARNING PROCESSING METHOD	FUJITSU LIMITED
WO/2021/176529	LEARNING METHOD, LEARNING SYSTEM, DEVICE, LEARNING APPARATUS,  AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/176548	OPTIMIZATION FUNCTION GENERATION DEVICE, OPTIMIZATION FUNCTION  GENERATION METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/176549	SENTENCE GENERATION DEVICE, SENTENCE GENERATION LEARNING  DEVICE, SENTENCE GENERATION METHOD, SENTENCE GENERATION LEARNING METHOD, AND  PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/090518	LEARNING DEVICE, INFORMATION INTEGRATION SYSTEM, LEARNING  METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/176577	XY MODEL COMPUTING DEVICE AND COMBINATORIAL OPTIMIZATION  PROBLEM COMPUTING DEVICE	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/009965	PROCESSOR FOR NEURAL NETWORK, PROCESSING METHOD FOR NEURAL  NETWORK, AND PROGRAM	MEGACHIPS CORPORATION
WO/2021/176627	CLASS-LABELED SPAN SERIES IDENTIFICATION DEVICE, CLASS-LABELED  SPAN SERIES IDENTIFICATION METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/176639	MACHINE LEARNING METHOD, MACHINE LEARNING SYSTEM, AND PROGRAM	NEC CORPORATION
WO/2021/176674	MODEL GENERATION PROGRAM AND METHOD, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/176698	MACHINE LEARNING DATA GENERATION PROGRAM, MACHINE LEARNING  PROGRAM, MACHINE LEARNING DATA GENERATION METHOD, AND EXTRACTION DEVICE	FUJITSU LIMITED
WO/2021/176734	LEARNING DEVICE, LEARNING METHOD, LEARNING PROGRAM, ESTIMATION  DEVICE, ESTIMATION METHOD, AND ESTIMATION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/181605	MACHINE LEARNING MODEL DETERMINATION SYSTEM AND MACHINE  LEARNING MODEL DETERMINATION METHOD	KABUSHIKI KAISHA YASKAWA DENKI
WO/2021/181668	LEARNING DEVICE, LEARNING METHOD, AND STORAGE MEDIUM FOR  LEARNING DEVICE	NEC CORPORATION
WO/2021/181676	INFORMATION PROCESSING DEVICE, CONTROL METHOD, AND STORAGE  MEDIUM	NEC CORPORATION
WO/2021/186500	LEARNING DEVICE, LEARNING METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/186662	MODEL TRAINING DEVICE, METHOD FOR SAME, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/186692	AI CONTROL DEVICE, SERVER DEVICE CONNECTED TO AI CONTROL  DEVICE, AND AI CONTROL METHOD	TOA CORPORATION
WO/2021/192041	SYSTEM, METHOD AND NON-TRANSITORY COMPUTER READABLE MEDIUM	NEC CORPORATION
WO/2021/192069	RESERVOIR ELEMENT AND NEUROMORPHIC DEVICE	TDK CORPORATION
WO/2021/192077	SEEDLING COUNTING METHOD, SEEDLING COUNTING PROGRAM, AND  SEEDLING COUNTING DEVICE	YUGEN KAISHA TAKEUCHI ENGEI
WO/2021/192137	RESERVOIR CALCULATION UNIT, RESERVOIR DEVICE, DESIGN METHOD  FOR RESERVOIR CALCULATION UNIT, AND CONTROL METHOD FOR RESERVOIR DEVICE	TDK CORPORATION
WO/2021/192147	PARAMETER SETTING METHOD AND CONTROL METHOD FOR RESERVOIR  ELEMENT	TDK CORPORATION
WO/2021/192182	INFORMATION PROCESSING METHOD	NEC CORPORATION
WO/2021/199201	RISK EVALUATION DEVICE, RISK EVALUATION METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/199226	LEARNING DEVICE, LEARNING METHOD, AND COMPUTER-READABLE  RECORDING MEDIUM	NEC CORPORATION
WO/2021/199227	ERROR CAUSE ESTIMATION DEVICE AND ESTIMATION METHOD	HITACHI HIGH-TECH CORPORATION
WO/2021/199392	LEARNING DEVICE, LEARNING METHOD, LEARNING PROGRAM, SCORE  ESTIMATION DEVICE, SCORE ESTIMATION METHOD, AND SCORE ESTIMATION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/199396	DISTRIBUTED PROCESSING NODE AND DISTRIBUTED PROCESSING SYSTEM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/205541	ANALYSIS DEVICE, ANALYSIS METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/205547	OPTICAL SIGNAL PROCESSING DEVICE	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/205568	LEARNING DATA GENERATION DEVICE, LEARNING DATA GENERATION  METHOD, LEARNING MODEL GENERATION DEVICE, AND MALFUNCTION DETECTION DEVICE	MITSUBISHI ELECTRIC CORPORATION
WO/2021/205573	LEARNING DEVICE, LEARNING METHOD, AND INFERENCE DEVICE	MITSUBISHI ELECTRIC CORPORATION
WO/2021/205581	INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING DEVICE,  INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM	FUJITSU LIMITED
WO/2021/205669	ESTIMATION PROGRAM, ESTIMATION METHOD, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/210042	LEARNING DEVICE, CLASSIFICATION DEVICE, LEARNING METHOD,  CLASSIFICATION METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/210073	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND PROGRAM	RAKUTEN, INC.
WO/2021/210107	MODEL CREATION DEVICE, MODEL CREATION METHOD, AND MODEL  CREATION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/210112	OPERATION ANALYSIS DEVICE, OPERATION ANALYSIS METHOD, AND  OPERATION ANALYSIS PROGRAM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/214833	LEARNING DEVICE, ABNORMALITY DETECTION DEVICE, LEARNING  METHOD, AND ABNORMALITY DETECTION METHOD	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/214844	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/214845	ADJUSTMENT PROGRAM, ADJUSTMENT METHOD, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/214850	DATA COMMUNICATION SYSTEM, COMPUTER, DATA COMMUNICATION  METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/214861	LEARNING DEVICE, TRAINED MODEL GENERATION METHOD,  CLASSIFICATION DEVICE, CLASSIFICATION METHOD, AND COMPUTER-READABLE RECORDING  MEDIUM	NEC CORPORATION
WO/2021/214940	MOBILE TERMINAL AND DISTRIBUTED DEEP LEARNING SYSTEM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/214943	PARAMETER OPTIMIZATION METHOD, NON-TEMPORARY RECORDING MEDIUM,  FEATURE AMOUNT EXTRACTION METHOD, AND PARAMETER OPTIMIZATION DEVICE	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/214944	CONFIGURATION CONVERSION DEVICE, CONFIGURATION CONVERSION  METHOD, AND CONFIGURATION CONVERSION PROGRAM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/220341	LEARNING DEVICE, LEARNING METHOD, RECORDING MEDIUM FOR  LEARNING DEVICE, INFERENCE DEVICE, INFERENCE METHOD, AND RECORDING MEDIUM FOR  INFERENCE DEVICE	NEC CORPORATION
WO/2021/220343	DATA GENERATION DEVICE, DATA GENERATION METHOD, LEARNING  DEVICE, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/009989	ARTIFICIAL INTELLIGENCE INFORMATION PROCESSING DEVICE,  ARTIFICIAL INTELLIGENCE INFORMATION PROCESSING METHOD, AND ARTIFICIAL  INTELLIGENCE FUNCTION-MOUNTED DISPLAY DEVICE	SONY CORPORATION
WO/2021/220399	ESTIMATION DEVICE, ESTIMATION SYSTEM, ESTIMATION MEDHO, AND  PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/220422	GROUPING CONVOLUTION PROCESSING DEFINITION CHANGING DEVICE,  GROUPING CONVOLUTION PROCESSING DEFINITION CHANGING METHOD, AND GROUPING  CONVOLUTION PROCESSING DEFINITION CHANGING PROGRAM	NEC CORPORATION
WO/2021/220445	COMPUTATION SYSTEM, INFORMATION PROCESSING DEVICE, AND OPTIMUM  SOLUTION SEARCH PROCESSING METHOD	HITACHI, LTD.
WO/2021/220450	IDENTIFICATION DEVICE, IDENTIFICATION METHOD, AND RECORDING  MEDIUM	NEC CORPORATION
WO/2021/224959	ESTIMATION METHOD, ESTIMATION DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/229625	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM	NEC CORPORATION
WO/2021/229626	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM	NEC CORPORATION
WO/2021/229630	MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND MACHINE  LEARNING DEVICE	FUJITSU LIMITED
WO/2021/229648	MATHEMATICAL MODEL GENERATION SYSTEM, MATHEMATICAL MODEL  GENERATION METHOD, AND MATHEMATICAL MODEL GENERATION PROGRAM	NEC CORPORATION
WO/2021/229654	DETERMINATION DEVICE, DETERMINATION METHOD, AND RECORDING  MEDIUM	NEC CORPORATION
WO/2021/229660	DETERMINATION DEVICE, LEARNING METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/229661	DETERMINATION DEVICE, DETERMINATION METHOD, AND RECORDING  MEDIUM	NEC CORPORATION
WO/2021/229662	DETERMINATION DEVICE, DETERMINATION METHOD, AND RECORDING  MEDIUM	NEC CORPORATION
WO/2021/229663	LEARNING DEVICE, LEARNING METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/229784	ATTACK DETECTION SYSTEM, ATTACK DETECTION METHOD, AND ATTACK  DETECTION PROGRAM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/229791	MACHINE-LEARNING DEVICE, MACHINE-LEARNING SYSTEM,  MACHINE-LEARNING METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/234797	LEARNING METHOD, RESOLUTION ENHANCEMENT METHOD, LEARNING  DEVICE, AND COMPUTER PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/005891	SYSTEM, METHOD, AND PROGRAM	CANON KABUSHIKI KAISHA
WO/2021/002110	LEARNING DEVICE, OPERATING METHOD OF LEARNING DEVICE,  OPERATING PROGRAM OF LEARNING DEVICE, AND OPERATING DEVICE	FUJIFILM CORPORATION
WO/2021/234876	DATA CREATION DEVICE, MACHINE LEARNING SYSTEM, AND MACHINING  STATE ESTIMATION DEVICE	MITSUBISHI ELECTRIC CORPORATION
WO/2021/002111	LEARNING DEVICE, LEARNING DEVICE OPERATION METHOD, LEARNING  DEVICE OPERATION PROGRAM, AND OPERATION DEVICE	FUJIFILM CORPORATION
WO/2021/234903	INFORMATION PROCESSING DEVICE, WORK PLAN SPECIFYING METHOD,  AND WORK PLAN SPECIFYING PROGRAM	FUJITSU LIMITED
WO/2021/240607	NEURAL NETWORK PROCESSING DEVICE, METHOD, AND  COMPUTER-READABLE RECORDING MEDIUM	NEC CORPORATION
WO/2021/240608	MULTI-DIMENSIONAL DATA GENERATION DEVICE, METHOD, AND  COMPUTER-READABLE STORAGE MEDIUM	NEC CORPORATION
WO/2021/014746	INFORMATION PROCESSING METHOD, INFORMATION PROCESSING DEVICE,  AND INFORMATION PROCESSING PROGRAM	SONY CORPORATION
WO/2021/240633	INFORMATION PROCESSING CIRCUIT AND METHOD FOR DESIGNING  INFORMATION PROCESSING CIRCUIT	NEC CORPORATION
WO/2021/240636	DISTRIBUTED DEEP LEARNING SYSTEM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/240661	LEARNING DEVICE, LEARNING METHOD, ESTIMATION DEVICE,  ESTIMATION METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/240664	MODEL TRAINING PROGRAM, MODEL TRAINING METHOD, AND INFORMATION  PROCESSING DEVICE	FUJITSU LIMITED
WO/2021/240707	DATA CLASSIFICATION SYSTEM, DATA CLASSIFICATION METHOD, AND  RECORDING MEDIUM	NEC CORPORATION
WO/2021/240714	PSYCHOLOGICAL STATE ANALYSIS METHOD, PSYCHOLOGICAL STATE  ANALYSIS DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/240715	MOOD PREDICTION METHOD, MOOD PREDICTION DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/240721	INFERENCE DEVICE, PROGRAM, AND INFERENCE METHOD	MITSUBISHI ELECTRIC CORPORATION
WO/2021/240775	SAMPLE DATA GENERATION DEVICE, SAMPLE DATA GENERATION METHOD,  AND COMPUTER-READABLE RECORDING MEDIUM	NEC CORPORATION
WO/2021/240786	OPTIMIZATION DEVICE, OPTIMIZATION METHOD, AND NON-TRANSITORY  COMPUTER-READABLE MEDIUM STORING OPTIMIZATION PROGRAM	NEC CORPORATION
WO/2021/245720	PLANNER DEVICE, PLANNING METHOD, PLANNING PROGRAM RECORDING  MEDIUM, LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM RECORDING  MEDIUM	NEC CORPORATION
WO/2021/245726	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND COMPUTER-READABLE RECORDING MEDIUM	NEC CORPORATION
WO/2021/245757	OPTIMIZATION PROCESSING DEVICE, OPTIMIZATION PROCESSING  METHOD, AND COMPUTER-READABLE RECORDING MEDIUM	NEC CORPORATION
WO/2021/245866	OPTIMAL SOLUTION CALCULATION DEVICE FOR OPTIMIZATION PROBLEM  AND OPTIMAL SOLUTION CALCULATION METHOD FOR OPTIMIZATION PROBLEM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/245919	FEATURE VALUE PRESENTATION DEVICE, FEATURE VALUE PRESENTATION  METHOD, AND FEATURE VALUE PRESENTATION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/245924	PROCESSING DEVICE, PROCESSING METHOD, AND PROCESSING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/245945	ADVERSARIAL EXAMPLE DETECTION DEVICE, ADVERSARIAL EXAMPLE  DETECTION METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/059604	MACHINE LEARNING SYSTEM AND METHOD, INTEGRATION SERVER,  INFORMATION PROCESSING DEVICE, PROGRAM, AND INFERENCE MODEL CREATION METHOD	FUJIFILM CORPORATION
WO/2021/250751	LEARNING METHOD, LEARNING DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/250752	TRAINING METHOD, TRAINING DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/250753	TRAINING METHOD, TRAINING DEVICE, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/250754	LEARNING DEVICE, LEARNING METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/059607	MACHINE LEARNING SYSTEM AND METHOD, INTEGRATION SERVER,  INFORMATION PROCESSING DEVICE, PROGRAM, AND INFERENCE MODEL GENERATION METHOD	FUJIFILM CORPORATION
WO/2021/250767	MACHINE LEARNING SYSTEM, CLIENT, MACHINE LEARNING METHOD, AND  PROGRAM	NEC CORPORATION
WO/2021/250774	LEARNING DEVICE, PREDICTION DEVICE, LEARNING METHOD, AND  PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/250811	DATA PROCESSING DEVICE, DATA PROCESSING METHOD, AND RECORDING  MEDIUM	NEC CORPORATION
WO/2021/250813	SIGNAL TRANSMISSION DEVICE, PARAMETER DETERMINATION DEVICE,  SIGNAL TRANSMISSION METHOD, PARAMETER DETERMINATION METHOD, AND RECORDING  MEDIUM	NEC CORPORATION
WO/2021/250838	PREDICTION DEVICE, PREDICTION METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/250902	DATA ESTIMATION DEVICE, METHOD, AND PROGRAM	ASICS CORPORATION
WO/2021/255778	LEARNING DATA SELECTION METHOD, LEARNING DATA SELECTION  DEVICE, AND LEARNING DATA SELECTION PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/255860	INFERENCE DEVICE, INFERENCE METHOD, AND COMPUTER-READABLE  RECORDING MEDIUM	NEC CORPORATION
WO/2021/255861	INFERENCE-MAKING DEVICE, INFERENCE-MAKING METHOD, AND  COMPUTER-READABLE RECORDING MEDIUM	NEC CORPORATION
WO/2021/005987	SYSTEM OF GENERATING MODEL FOR ESTIMATION, AND ESTIMATION  SYSTEM	NTT DOCOMO, INC.
WO/2021/255888	ASSESSMENT DEVICE, SUBSTITUTE MODEL CREATION DEVICE,  ASSESSMENT METHOD, AND PROGRAM	NEC CORPORATION
WO/2021/002215	SERVER DEVICE, SERVER DEVICE OPERATION PROGRAM AND OPERATION  METHOD, AND DATA ANALYSIS PROCESSING SYSTEM	FUJIFILM CORPORATION
WO/2021/010093	DATA ANALYSIS DEVICE, DATA ANALYSIS METHOD, AND DATA ANALYSIS  PROGRAM	HITACHI HIGH-TECH CORPORATION
WO/2021/260770	RECOGNIZER TRAINING DEVICE, RECOGNIZER TRAINING METHOD, AND  RECOGNIZER TRAINING PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/039059	BANKNOTE PROCESSING SYSTEM AND BANKNOTE PROCESSING METHOD	HITACHI-OMRON TERMINAL SOLUTIONS, CORP.
WO/2021/260822	LEARNING DEVICE, INFERENCE DEVICE, PROGRAM, LEARNING METHOD,  AND INFERENCE METHOD	MITSUBISHI ELECTRIC CORPORATION
WO/2021/014878	INFERENCE DEVICE, INFERENCE METHOD, AND INFERENCE PROGRAM	OMRON CORPORATION
WO/2021/260885	INCONSISTENCY DETECTION DEVICE, INCONSISTENCY DETECTION  METHOD, AND COMPUTER-READABLE RECORDING MEDIUM	NEC CORPORATION
WO/2021/260910	AI INTEGRATION SYSTEM, AI INTEGRATION DEVICE, AND AI  INTEGRATION PROGRAM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/260922	DATA AMOUNT SUFFICIENCY DETERMINATION DEVICE, DATA AMOUNT  SUFFICIENCY DETERMINATION METHOD, DATA AMOUNT SUFFICIENCY DETERMINATION  PROGRAM, LEARNING MODEL GENERATION SYSTEM, TRAINED LEARNING MODEL GENERATION  METHOD, AND TRAINED LEARNING MODEL GENERATION PROGRAM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/260945	TRAINING DATA GENERATION PROGRAM, DEVICE, AND METHOD	FUJITSU LIMITED
WO/2021/002475	RECEDING HORIZON STATE ESTIMATOR	MITSUBISHI ELECTRIC CORPORATION
WO/2021/010203	INFERENCE DEVICE, INFERENCE METHOD, AND INFERENCE PROGRAM	NATIONAL INSTITUTE OF INFORMATION AND COMMUNICATIONS  TECHNOLOGY
WO/2021/053936	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND DISPLAY DEVICE HAVING ARTIFICIAL INTELLIGENCE FUNCTION	SONY CORPORATION
WO/2021/014986	INFORMATION PROCESSING METHOD, INFORMATION PROCESSING DEVICE,  AND PROGRAM	SONY CORPORATION
WO/2021/015016	CONVERSION DEVICE, CONVERSION METHOD, PROGRAM, AND INFORMATION  RECORDING MEDIUM	RIKEN
WO/2021/006347	DEVICE FOR INCREASING RESOLUTION OF AGGREGATED DATA, METHOD  FOR INCREASING RESOLUTION OF AGGREGATED DATA, AND PROGRAM FOR INCREASING  RESOLUTION OF AGGREGATED DATA	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/111670	ANNOTATION DEVICE AND METHOD	HITACHI SOLUTIONS CREATE, LTD.
WO/2021/075107	INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING  METHOD	SONY CORPORATION
WO/2021/090535	INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING  METHOD	SONY GROUP CORPORATION
WO/2021/020273	DESCRIPTION GENERATING DEVICE, DESCRIPTION GENERATING METHOD,  AND PROGRAM	NATIONAL UNIVERSITY CORPORATION YOKOHAMA NATIONAL UNIVERSITY
WO/2021/171647	OPERATING STATE CLASSIFICATION SYSTEM, AND OPERATING STATE  CLASSIFICATION METHOD	HITACHI, LTD.
WO/2021/033515	INFORMATION PROCESSING DEVICE, METHOD, AND PROGRAM	AISING LTD.
WO/2021/049199	SYSTEM AND METHOD FOR A DIALOGUE RESPONSE GENERATION SYSTEM	MITSUBISHI ELECTRIC CORPORATION
WO/2021/025075	TRAINING DEVICE, INFERENCE DEVICE, TRAINING METHOD, INFERENCE  METHOD, PROGRAM, AND COMPUTER-READABLE NON-TRANSITORY STORAGE MEDIUM	PREFERRED NETWORKS, INC.
WO/2021/025094	ACTION LEARNING DEVICE, ACTION LEARNING METHOD, ACTION  DETERMINATION DEVICE, ACTION DETERMINATION METHOD, ACTION LEARNING SYSTEM,  PROGRAM, AND RECORDING MEDIUM	NEC SOLUTION INNOVATORS, LTD.
WO/2021/100265	LEARNING DEVICE, LEARNING METHOD, AND MEASUREMENT DEVICE	KABUSHIKI KAISHA TOKAI RIKA DENKI SEISAKUSHO
WO/2021/100266	LEARNING DEVICE, LEARNING METHOD, AND MEASURING DEVICE	KABUSHIKI KAISHA TOKAI RIKA DENKI SEISAKUSHO
WO/2021/044821	ARITHMETIC DEVICE AND PRODUCT-SUM ARITHMETIC SYSTEM	SONY CORPORATION
WO/2021/039545	ABNORMALITY DETECTION DEVICE, ABNORMALITY DETECTION METHOD,  AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/225008	INFORMATION PROCESSING METHOD, INFORMATION PROCESSING DEVICE,  AND INFORMATION PROCESSING PROGRAM	SONY GROUP CORPORATION
WO/2021/059847	INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD,  AND INFORMATION PROCESSING PROGRAM	AI INSIDE INC.
WO/2021/049365	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND PROGRAM	SONY CORPORATION
WO/2021/045046	DATA PROCESSING DEVICE, AND PROGRAM	DENSO CORPORATION
WO/2021/054118	PARAMETER DETERMINING DEVICE, SIGNAL TRANSMITTING DEVICE,  PARAMETER DETERMINING METHOD, SIGNAL TRANSMITTING METHOD, AND RECORDING  MEDIUM	NEC CORPORATION
WO/2021/065376	SEARCH DEVICE, METHOD FOR OPERATING SEARCH DEVICE, OPERATION  PROGRAM FOR SEARCH DEVICE, AND FLOW REACTION EQUIPMENT	FUJIFILM CORPORATION
WO/2021/070559	DATA PROCESSING DEVICE, DATA PROCESSING METHOD, AND PROGRAM	PREFERRED NETWORKS, INC.
WO/2021/060077	FISH COUNTING SYSTEM, FISH COUNTING METHOD, AND PROGRAM	YANMAR POWER TECHNOLOGY CO., LTD.
WO/2021/090587	TEACHER DATA GENERATION METHOD, TRAINED MODEL GENERATION  METHOD, DEVICE, RECORDING MEDIUM, PROGRAM, AND INFORMATION PROCESSING DEVICE	LEADER ELECTRONICS CORP.
WO/2021/095361	ARITHMETIC DEVICE AND LEARNED MODEL	DENSO CORPORATION
WO/2021/054402	ESTIMATION DEVICE, TRAINING DEVICE, ESTIMATION METHOD, AND  TRAINING METHOD	PREFERRED NETWORKS, INC.
WO/2021/157124	ANALYSIS DEVICE, ANALYSIS METHOD, AND ANALYSIS PROGRAM	KUBOTA, Nozomu
WO/2021/070653	INFORMATION ACQUISITION DEVICE, INFORMATION ACQUISITION  METHOD, AND RECORDING MEDIUM	NEC CORPORATION
WO/2021/065962	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND INFORMATION PROCESSING PROGRAM	NTT COMMUNICATIONS CORPORATION
WO/2021/131210	INFORMATION PROCESSING DEVICE, METHOD, AND PROGRAM	AISING LTD.
WO/2021/070732	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND PROGRAM	SONY CORPORATION
WO/2021/066194	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM	NTT COMMUNICATIONS CORPORATION
WO/2021/085188	BIAS ADJUSTMENT DEVICE, INFORMATION PROCESSING DEVICE,  INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM	SONY CORPORATION
WO/2021/075566	QUANTUM GATE AND QUANTUM COMPUTER	THE UNIVERSITY OF TOKYO
WO/2021/085297	COMBINATORIAL OPTIMIZATION PROBLEM PROCESSING DEVICE,  COMBINATORIAL OPTIMIZATION PROBLEM PROCESSING METHOD, AND PROGRAM	TOHOKU UNIVERSITY
WO/2021/095509	INFERENCE SYSTEM, INFERENCE DEVICE, AND INFERENCE METHOD	OMRON CORPORATION
WO/2021/100417	ELECTRIC CIRCUIT	THE UNIVERSITY OF TOKYO
WO/2021/095512	MACHINE LEARNING DEVICE, INFORMATION PROCESSING METHOD, AND  RECORDING MEDIUM	NEC CORPORATION
WO/2021/085523	NEURAL NETWORK, CALCULATING METHOD, AND PROGRAM	PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
WO/2021/090771	METHOD, APPARATUS AND SYSTEM FOR TRAINING A NEURAL NETWORK,  AND STORAGE MEDIUM STORING INSTRUCTIONS	CANON KABUSHIKI KAISHA
WO/2021/090789	INTEGRATED ANALYSIS METHOD, INTEGRATED ANALYSIS DEVICE, AND  INTEGRATED ANALYSIS PROGRAM	OMRON CORPORATION
WO/2021/095680	INFERENCE SYSTEM, INFERENCE DEVICE, AND INFERENCE METHOD	OMRON CORPORATION
WO/2021/111831	INFORMATION PROCESSING METHOD, INFORMATION PROCESSING SYSTEM,  AND INFORMATION PROCESSING DEVICE	PANASONIC INTELLECTUAL PROPERTY CORPORATION OF AMERICA
WO/2021/111832	INFORMATION PROCESSING METHOD, INFORMATION PROCESSING SYSTEM,  AND INFORMATION PROCESSING DEVICE	PANASONIC INTELLECTUAL PROPERTY CORPORATION OF AMERICA
WO/2021/161603	INFORMATION PROCESSING DEVICE, METHOD, PROGRAM, AND SYSTEM	AISING LTD.
WO/2021/166347	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND PROGRAM	SONY GROUP CORPORATION
WO/2021/117457	MEASURING METHOD	NEC SOLUTION INNOVATORS, LTD.
WO/2021/131446	ANALYSIS DEVICE, ANALYSIS METHOD, AND ANALYSIS PROGRAM	OMRON CORPORATION
WO/2021/112166	STRUCTURE OPTIMIZATION DEVICE, STRUCTURE OPTIMIZATION METHOD,  AND COMPUTER-READABLE STORAGE MEDIUM	NEC SOLUTION INNOVATORS, LTD.
WO/2021/205694	CLASSIFICATION MODEL LEARNING DEVICE, CLASSIFICATION MODEL  LEARNING METHOD, CLASSIFICATION MODEL LEARNING PROGRAM, CLASSIFICATION MODEL,  CLASSIFICATION DEVICE, AND SORTING DEVICE	KAJIMA CORPORATION
WO/2021/124947	NEURAL NETWORK OPTIMIZATION SYSTEM, NEURAL NETWORK  OPTIMIZATION METHOD, AND ELECTRONIC DEVICE	HITACHI, LTD.
WO/2021/131695	QUANTUM PROCESS TOMOGRAPHY DEVICE, QUANTUM PROCESS TOMOGRAPHY  METHOD, AND QUANTUM PROCESS TOMOGRAPHY PROGRAM	THE UNIVERSITY OF TOKYO
WO/2021/117845	SYSTEM AND METHOD FOR ROBUST OPTIMIZATION FOR  TRAJECTORY-CENTRIC MODEL-BASED REINFORCEMENT LEARNING	MITSUBISHI ELECTRIC CORPORATION
WO/2021/125189	PROGRAM, COMPUTER SYSTEM, AND COMPUTER	JSR CORPORATION
WO/2021/132024	EVALUATION METHOD FOR TRAINING DATA, PROGRAM, GENERATION  METHOD FOR TRAINING DATA, GENERATION METHOD FOR TRAINED MODEL, AND EVALUATION  SYSTEM FOR TRAINING DATA	PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
WO/2021/137294	INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING  SYSTEM	PANASONIC INTELLECTUAL PROPERTY CORPORATION OF AMERICA
WO/2021/125318	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM	NTT COMMUNICATIONS CORPORATION
WO/2021/132099	LEARNING SUPPORT DEVICE, LEARNING DEVICE, LEARNING SUPPORT  METHOD, AND LEARNING SUPPORT PROGRAM	TOKYO WELD CO., LTD.
WO/2021/140884	METHOD FOR REUSING MODEL AND COMPUTER SYSTEM	HITACHI, LTD.
WO/2021/171768	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  COMPUTER PROGRAM, AND OBSERVATION DEVICE	SONY GROUP CORPORATION
WO/2021/140952	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND PROGRAM	SONY GROUP CORPORATION
WO/2021/141131	INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD,  AND PROGRAM	RESEARCH INSTITUTE FOR COMPUTATIONAL SCIENCE CO. LTD.
WO/2021/192497	INFERENCE EXECUTION METHOD	PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
WO/2021/199569	COMPUTATION PROCESSING SYSTEM AND CONVOLUTION COMPUTATION  METHOD	PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
WO/2021/220556	MACHINE LEARNING SYSTEM, MACHINE LEARNING DEVICE, AND MACHINE  LEARNING METHOD	SONY GROUP CORPORATION
WO/2021/166547	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND PROGRAM	GRID INC.
WO/2021/171863	MODEL UPDATE DEVICE, METHOD, AND PROGRAM	OMRON CORPORATION
WO/2021/171880	PRODUCT-SUM CALCULATOR	TECH IDEA CO., LTD.
WO/2021/157577	LEARNING SYSTEM, LEARNING METHOD, AND LEARNING PROGRAM	MITSUBISHI HEAVY INDUSTRIES, LTD.
WO/2021/199657	INFORMATION PROCESSING DEVICE, METHOD OF CONTROLLING SAME,  PROGRAM, AND LEARNED MODEL	THE UNIVERSITY OF TOKYO
WO/2021/215070	LEARNING DEVICE, LEARNING METHOD, AND MEASUREMENT DEVICE	KABUSHIKI KAISHA TOKAI RIKA DENKI SEISAKUSHO
WO/2021/181963	LEARNING DATA GENERATION DEVICE, LEARNING DEVICE, CONTROL  DEVICE, LEARNING DATA GENERATION METHOD, LEARNING METHOD, CONTROL METHOD,  LEARNING DATA GENERATION PROGRAM, LEARNING PROGRAM, AND CONTROL PROGRAM	OMRON CORPORATION
WO/2021/157669	REGRESSION ANALYSIS DEVICE, REGRESSION ANALYSIS METHOD, AND  PROGRAM	THE UNIVERSITY OF TOKYO
WO/2021/162002	ARTIFICIAL INTELLIGENCE SYSTEM, ARTIFICIAL INTELLIGENCE  PROGRAM, AND NATURAL LANGUAGE PROCESSING SYSTEM	ROBOMIND, INC.
WO/2021/182000	PARAMETER ADJUSTING DEVICE, INFERENCE DEVICE, PARAMETER  ADJUSTING METHOD, AND PARAMETER ADJUSTING PROGRAM	OMRON CORPORATION
WO/2021/176984	MODEL GENERATION DEVICE, ESTIMATION DEVICE, MODEL GENERATION  METHOD, AND MODEL GENERATION PROGRAM	OMRON CORPORATION
WO/2021/176985	SIGNAL PROCESSING DEVICE, SIGNAL PROCESSING METHOD, AND  PROGRAM	SONY SEMICONDUCTOR SOLUTIONS CORPORATION
WO/2021/199706	DATA CLASSIFICATION DEVICE, DATA CLASSIFICATION METHOD, AND  DATA CLASSIFICATION PROGRAM	TORAY INDUSTRIES, INC.
WO/2021/205742	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND COMPUTER PROGRAM	SONY GROUP CORPORATION
WO/2021/172058	ADAPTIVE CO-DISTILLATION MODEL	OMRON CORPORATION
WO/2021/166933	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND PROGRAM	THE UNIVERSITY OF TOKYO
WO/2021/177031	QUANTUM COMPUTER, QUANTUM COMPUTATION METHOD, AND PROGRAM	TOKYO INSTITUTE OF TECHNOLOGY
WO/2021/177056	INFORMATION PROCESSING DEVICE AND MACHINE LEARNING METHOD	OMRON CORPORATION
WO/2021/177082	RELATIONSHIP EXTRACTION DEVICE, RELATIONSHIP EXTRACTION  METHOD, AND PROGRAM	NIPPON TELEGRAPH AND TELEPHONE CORPORATION
WO/2021/225023	NON-UNIFORM REGULARIZATION IN ARTIFICIAL NEURAL NETWORKS FOR  ADAPTABLE SCALING	MITSUBISHI ELECTRIC CORPORATION
WO/2021/172593	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND PROGRAM	FIXSTARS CORPORATION
WO/2021/182199	INFORMATION PROCESSING METHOD, INFORMATION PROCESSING DEVICE,  AND INFORMATION PROCESSING PROGRAM	SONY GROUP CORPORATION
WO/2021/182223	PROCESSOR AND DATA PATH RECONSTRUCTION METHOD	NSITEXE,INC.
WO/2021/193025	DATA GENERATION METHOD, DETERMINATION METHOD, PROGRAM, AND  DATA GENERATION SYSTEM	PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
WO/2021/193134	INFORMATION PROCESSING DEVICE AND ONBOARD CONTROL DEVICE	HITACHI ASTEMO, LTD.
WO/2021/200392	DATA ADJUSTMENT SYSTEM, DATA ADJUSTMENT DEVICE, DATA  ADJUSTMENT METHOD, TERMINAL DEVICE, AND INFORMATION PROCESSING DEVICE	SONY GROUP CORPORATION
WO/2021/235089	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  COMPUTER PROGRAM, AND DISTRIBUTED LEARNING SYSTEM	SONY GROUP CORPORATION
WO/2021/193931	MACHINE LEARNING DEVICE, LEARNING MODEL GENERATION METHOD, AND  PROGRAM	KYB CORPORATION
WO/2021/205922	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND INFORMATION PROCESSING PROGRAM	SONY GROUP CORPORATION
WO/2021/256046	METHOD, DATA STRUCTURE, AND PROGRAM	JIJ INC.
WO/2021/235111	METHOD FOR GENERATING TEACHING DATA IN ANALYSIS DATA  MANAGEMENT SYSTEM	SHIMADZU CORPORATION
WO/2021/205996	BRAIN FUNCTIONAL CONNECTIVITY CORRELATION VALUE CLUSTERING  DEVICE, BRAIN FUNCTIONAL CONNECTIVITY CORRELATION VALUE CLUSTERING SYSTEM,  BRAIN FUNCTIONAL CONNECTIVITY CORRELATION VALUE CLUSTERING METHOD, BRAIN  FUNCTIONAL CONNECTIVITY CORRELATION VALUE CLASSIFIER PROGRAM, BRAIN ACTIVITY  MARKER CLASSIFICATION SYSTEM AND CLUSTERING CLASSIFIER MODEL FOR BRAIN  FUNCTIONAL CONNECTIVITY CORRELATION VALUES	ADVANCED TELECOMMUNICATIONS RESEARCH INSTITUTE INTERNATIONAL
WO/2021/215221	STATE DETECTION SYSTEM	KONICA MINOLTA, INC.
WO/2021/250987	INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD,  AND RECORDING MEDIUM	PLAID, INC.
WO/2021/215261	INFORMATION PROCESSING METHOD, INFORMATION PROCESSING DEVICE,  AND PROGRAM	SONY GROUP CORPORATION
WO/2021/210527	METHOD FOR CONTROLLING NEURAL NETWORK CIRCUIT	LEAPMIND INC.
WO/2021/210543	DEVICE AND METHOD FOR MODEL ESTIMATION	NEC CORPORATION
WO/2021/230006	NETWORK QUANTIZATION METHOD AND NETWORK QUANTIZATION DEVICE	SOCIONEXT INC.
WO/2021/235177	LEARNING MODEL SELECTION METHOD	HITACHI, LTD.
WO/2021/220999	CHARACTERISTICS DISPLAY DEVICE, CHARACTERISTICS DISPLAY  METHOD, AND PROGRAM	PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
WO/2021/235247	TRAINING DEVICE, GENERATION METHOD, INFERENCE DEVICE,  INFERENCE METHOD, AND PROGRAM	SONY GROUP CORPORATION
WO/2021/241173	LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM,  RECOGNITION DEVICE, RECOGNITION METHOD, AND RECOGNITION PROGRAM, AND LEARNING  RECOGNITION DEVICE	KONICA MINOLTA, INC.
WO/2021/235312	INFORMATION PROCESSING DEVICE, AND INFORMATION PROCESSING  METHOD	SONY GROUP CORPORATION
WO/2021/256135	CONTROL DEVICE, METHOD, AND PROGRAM	AISING LTD.
WO/2021/256171	MODEL MANAGEMENT SUPPORT SYSTEM AND METHOD	HITACHI, LTD.
WO/2021/246249	INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING  METHOD	SONY GROUP CORPORATION
WO/2021/261202	DATA GENERATION METHOD AND DEVICE, AND DISCRIMINATOR  GENERATION METHOD AND DEVICE	SHIMADZU CORPORATION
WO/2021/251414	ESTIMATION DEVICE, TRAINING DEVICE, ESTIMATION METHOD,  TRAINING METHOD, AND PROGRAM	PREFERRED NETWORKS, INC.
WO/2021/251479	PARALLEL AND DISTRIBUTED COMPUTING SYSTEM	INFORMATION SCIENCE LABORATORY, LTD.
WO/2021/002523	NEUROMORPHIC DEVICE	KOREA INSTITUTE OF SCIENCE AND TECHNOLOGY
WO/2021/006405	ARTIFICIAL INTELLIGENCE SERVER	LG ELECTRONICS INC.
WO/2021/020621	ARTIFICIAL INTELLIGENCE MOVING AGENT	LG ELECTRONICS INC.
WO/2021/025217	ARTIFICIAL INTELLIGENCE SERVER	LG ELECTRONICS INC.
WO/2021/033792	AI-BASED PRE-TRAINING MODEL DETERMINATION SYSTEM, AND AI-BASED  VISION INSPECTION MANAGEMENT SYSTEM USING SAME FOR PRODUCT PRODUCTION LINES	LG ELECTRONICS INC.
WO/2021/010540	METHOD AND APPARATUS FOR EXTRACTING DATA IN DEEP LEARNING	UNIST(ULSAN NATIONAL INSTITUTE OF SCIENCE AND TECHNOLOGY)
WO/2021/060609	DISTRIBUTED COMPUTING SYSTEM COMPRISING PLURALITY OF EDGES AND  CLOUD AND METHOD FOR PROVIDING MODEL FOR ADAPTIVE INTELLIGENCE USAGE THEREOF	KOREA ELECTRONICS TECHNOLOGY INSTITUTE
WO/2021/085713	OBJECT EXTRACTION SYSTEM AND METHOD USING CLOUD-BASED  DISTRIBUTED DEEP LEARNING INFORMATION ANALYSIS AND MANAGEMENT	KOREA PLATFORM SERVICE TECHNOLOGY CO., LTD.
WO/2021/040137	UNSUPERVISED LEARNING-BASED DETECTION METHOD, AND DRIVER  PROFILE-BASED VEHICLE THEFT DETECTION DEVICE AND METHOD USING SAME	SUNTECH INTERNATIONAL LTD.
WO/2021/100900	ADAPTIVE DEEP LEARNING ACCELERATION DEVICE AND METHOD	KOREA ELECTRONICS TECHNOLOGY INSTITUTE
WO/2021/107169	METHOD FOR INTERACTIVELY LEARNING AND UPDATING DEEP LEARNING  NETWORK IN EDGE-CLOUD SYSTEM	KOREA ELECTRONICS TECHNOLOGY INSTITUTE
WO/2021/107170	LOW-POWER DEEP LEARNING ACCELERATOR	KOREA ELECTRONICS TECHNOLOGY INSTITUTE
WO/2021/117921	METHOD FOR EVALUATING INFERENCE CLASSIFICATION PERFORMANCE OF  EACH LAYER OF ARTIFICIAL INTELLIGENCE MODEL INCLUDING MULTIPLE LAYERS, AND  EVALUATION DEVICE THEREFOR	KOREA INSTITUTE OF ROBOT & CONVERGENCE
WO/2021/117942	LOW-COMPLEXITY DEEP LEARNING ACCELERATION HARDWARE DATA  PROCESSING DEVICE	KOREA ELECTRONICS TECHNOLOGY INSTITUTE
WO/2021/095984	APPARATUS AND METHOD FOR RETRAINING SUBSTITUTE MODEL FOR  EVASION ATTACK, AND EVASION ATTACK APPARATUS	KONGJU NATIONAL UNIVERSITY INDUSTRY-UNIVERSITY COOPERATION  FOUNDATION
WO/2021/095987	MULTI-TYPE ENTITY-BASED KNOWLEDGE COMPLEMENTING METHOD AND  APPARATUS	FOUNDATION OF SOONGSIL UNIVERSITY-INDUSTRY COOPERATION
WO/2021/137320	APPARATUS FOR CLASSIFYING ABNORMAL DATA USING ARTIFICIAL  NEURAL NETWORK	ALGORIGO INC.
WO/2021/029504	PROCESSOR CHIP AND CONTROL METHODS THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/149845	FEDERATED DISTILLATION-BASED LEARNING DRIVING METHOD, LEARNING  DRIVING SERVER, AND LEARNING DRIVING TERMINAL	UNIVERSITY-INDUSTRY FOUNDATION(UIF), YONSEI UNIVERSITY
WO/2021/125431	METHOD AND DEVICE FOR INITIALIZING DEEP LEARNING MODEL VIA  DISTRIBUTED EQUALIZATION	NOTA, INC.
WO/2021/033855	ANALOG NEURON-SYNAPSE CIRCUIT	INDUSTRIAL COOPERATION FOUNDATION CHONBUK NATIONAL UNIVERSITY
WO/2021/029505	ELECTRONIC APPARATUS AND CONTROL METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/091022	MACHINE LEARNING SYSTEM AND OPERATING METHOD FOR MACHINE  LEARNING SYSTEM	ALCHERA INC.
WO/2021/045332	METHOD AND APPARATUS FOR ACQUIRING DATA FOR ANALYZING  CRYPTOCURRENCY TRANSACTION	S2W LAB INC.
WO/2021/107275	ELECTRONIC APPARATUS, SYSTEM AND CONTROLLING METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/015386	DEVICE AND METHOD FOR DATA-BASED ENHANCED LEARNING	AGILESODA INC.
WO/2021/145506	READER PARTICIPATION TYPE E-BOOK SYSTEM AND OPERATION METHOD  USING MODULES	LUXROBO CO.,LTD.
WO/2021/177500	METHOD AND SYSTEM FOR TRAINING SELF-CONVERGING GENERATIVE  NETWORK	HANSUNG UNIVERSITY INDUSTRY-UNIVERSITY COOPERATION FOUNDATION
WO/2021/112335	GENERATIVE ADVERSARIAL NETWORK-BASED CLASSIFICATION SYSTEM AND  METHOD	AGILESODA INC.
WO/2021/049730	ELECTRONIC DEVICE TRAINING IMAGE RECOGNITION MODEL AND  OPERATION METHOD FOR SAME	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/096005	METHOD AND SYSTEM FOR NEURAL NETWORK EXECUTION DISTRIBUTION	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/100985	ELECTRONIC APPARATUS AND CONTROL METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/049732	ELECTRONIC APPARATUS AND CONTROLLING METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/137357	MULTIPATH MIXING-BASED LEARNING DATA ACQUISITION APPARATUS AND  METHOD	INDUSTRY-ACADEMIC COOPERATION FOUNDATION, YONSEI UNIVERSITY
WO/2021/080102	METHOD FOR TRAINING AND TESTING ADAPTION NETWORK CORRESPONDING  TO OBFUSCATION NETWORK CAPABLE OF PROCESSING DATA TO BE CONCEALED FOR  PRIVACY, AND TRAINING DEVICE AND TESTING DEVICE USING THE SAME	DEEPING SOURCE INC.
WO/2021/225191	METHOD AND DEVICE FOR GENERATING USER IDENTIFICATION MODEL ON  BASIS OF WIRELESS SENSING	LG ELECTRONICS INC.
WO/2021/096009	METHOD AND DEVICE FOR SUPPLEMENTING KNOWLEDGE ON BASIS OF  RELATION NETWORK	FOUNDATION OF SOONGSIL UNIVERSITY-INDUSTRY COOPERATION
WO/2021/033872	VALIDATING PERFORMANCE OF A NEURAL NETWORK TRAINED USING  LABELED TRAINING DATA	LG ELECTRONICS INC.
WO/2021/033873	GENERATING TRAINING AND VALIDATION DATA FOR MACHINE LEARNING	LG ELECTRONICS INC.
WO/2021/015403	ELECTRONIC APPARATUS AND CONTROLLING METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/235566	MULTIPLE SKIN LESION DETECTION SYSTEM, MULTIPLE SKIN LESION  DETECTION METHOD AND COMPUTER-READABLE RECORDING MEDIUM HAVING PROGRAM FOR  IMPLEMENTING SAME RECORDED THEREON	LULULAB INC.
WO/2021/040192	SYSTEM AND METHOD FOR TRAINING ARTIFICIAL INTELLIGENCE MODEL	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/145514	STRUCTURED ADVERSARIAL TRAINING FOR NATURAL LANGUAGE MACHINE  LEARNING TASKS	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/006484	ARTIFICIAL INTELLIGENCE PROCESSOR AND METHOD OF PERFORMING  NEURAL NETWORK OPERATION THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/085784	LEARNING METHOD OF OBJECT DETECTION MODEL, AND OBJECT  DETECTION DEVICE IN WHICH OBJECT DETECTION MODEL IS EXECUTED	DAEGU GYEONGBUK INSTITUTE OF SCIENCE AND TECHNOLOGY
WO/2021/085785	ELECTRONIC APPARATUS AND METHOD FOR CONTROLLING THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/256578	APPARATUS AND METHOD FOR AUTOMATICALLY GENERATING IMAGE  CAPTION	KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY
WO/2021/206221	ARTIFICIAL INTELLIGENCE APPARATUS USING A PLURALITY OF OUTPUT  LAYERS AND METHOD FOR SAME	LG ELECTRONICS INC.
WO/2021/261611	METHOD AND DEVICE FOR PERFORMING FEDERATED LEARNING IN  WIRELESS COMMUNICATION SYSTEM	LG ELECTRONICS INC.
WO/2021/033906	THREE-DIMENSIONAL NEUROMORPHIC DEVICE HAVING MULTIPLE SYNAPSES  PER NEURON	INDUSTRY-UNIVERSITY COOPERATION FOUNDATION HANYANG UNIVERSITY
WO/2021/256597	SYSTEM FOR GENERATION OF USER-CUSTOMIZED IMAGE IDENTIFICATION  DEEP LEARNING MODEL THROUGH OBJECT LABELING AND OPERATION METHOD THEREOF	XII LAB
WO/2021/010651	METHOD AND APPARATUS FOR ARTIFICIAL INTELLIGENCE MODEL  PERSONALIZATION	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/006650	METHOD AND SYSTEM FOR IMPLEMENTING A VARIABLE ACCURACY NEURAL  NETWORK	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/020762	PROCESSOR AND CONTROL METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/054588	METHOD AND APPARATUS FOR PROVIDING CONTENT BASED ON KNOWLEDGE  GRAPH	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/010806	SYSTOLIC ARRAY DEVICE	SK TELECOM CO., LTD.
WO/2021/020810	LEARNING METHOD OF AI MODEL AND ELECTRONIC APPARATUS	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/153864	METHOD FOR OVERCOMING CATASTROPHIC FORGETTING THROUGH  NEURON-LEVEL PLASTICITY CONTROL, AND COMPUTING SYSTEM PERFORMING SAME	DEEP BIO INC.
WO/2021/256603	METHOD FOR GENERATING INTRUSION DETECTION MODEL USING DEEP  LEARNING MODEL	SNMTEC
WO/2021/091052	METHOD AND DEVICE FOR CLASSIFICATION USING SUBPATTERN LEARNING  AND FINE-TUNING THROUGH DEEP NEURAL NETWORK WITH WEIGHTED FUZZY MEMBERSHIP  FUNCTION	GACHON UNIVERSITY OF INDUSTRY-ACADEMIC COOPERATION FOUNDATION
WO/2021/054614	ELECTRONIC DEVICE AND METHOD FOR CONTROLLING THE ELECTRONIC  DEVICE THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/034106	DEVICE FOR OPTIMIZING TRAINING INDICATOR OF ENVIRONMENT  PREDICTION MODEL, AND METHOD FOR OPERATING SAME	KOREA UNIVERSITY RESEARCH AND BUSINESS FOUNDATION
WO/2021/040318	DISTRIBUTED LEARNING METHOD, SERVER AND APPLICATION USING  IDENTIFICATION CARD RECOGNITION MODEL, AND IDENTIFICATION CARD RECOGNITION  METHOD THROUGH SAME	KAKAOBANK CORP.
WO/2021/075699	ELECTRONIC DEVICE AND OPERATION METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/235603	REINFORCEMENT LEARNING DEVICE AND METHOD USING CONDITIONAL  EPISODE CONFIGURATION	AGILESODA INC.
WO/2021/080149	ELECTRONIC DEVICE, USER TERMINAL, AND METHOD FOR RUNNING  SCALABLE DEEP LEARNING NETWORK	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/040345	ELECTRONIC DEVICE AND METHOD FOR CONTROLLING ELECTRONIC DEVICE	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/040354	DATA PROCESSING METHOD USING NEURAL NETWORK	SEJIN MIND INC.
WO/2021/045434	ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/261656	APPARATUS AND SYSTEM FOR PROVIDING SECURITY MONITORING SERVICE  BASED ON EDGE COMPUTING, AND OPERATION METHOD THEREFOR	XAVISNET INC.
WO/2021/045574	SERVER AND CONTROL METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/049828	CALCULATING DEVICE HAVING PLURALITY OF CORES	MOBILINT, INC.
WO/2021/049829	METHOD, SYSTEM, AND NON-TRANSITORY COMPUTER-READABLE RECORDING  MEDIUM FOR PERFORMING ARTIFICIAL NEURAL NETWORK OPERATION	MOBILINT, INC.
WO/2021/149890	ELECTRONIC DEVICE FOR TRAINING PERSONAL MODEL OF USER, AND  OPERATION METHOD THEREFOR	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/060748	CONNECTIVITY LEARNING DEVICE AND CONNECTIVITY LEARNING METHOD	UNIVERSITY-INDUSTRY FOUNDATION(UIF), YONSEI UNIVERSITY
WO/2021/080177	ADAPTIVE INFERENCE SYSTEM AND OPERATION METHOD THEREFOR	KOREA ELECTRONICS TECHNOLOGY INSTITUTE
WO/2021/075735	TRAINING A NEURAL NETWORK USING PERIODIC SAMPLING OVER MODEL  WEIGHTS	LG ELECTRONICS INC.
WO/2021/054706	TEACHING GAN (GENERATIVE ADVERSARIAL NETWORKS) TO GENERATE  PER-PIXEL ANNOTATION	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/071160	ARTIFICIAL INTELLIGENCE INFERENCE APPARATUS AND METHOD	ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
WO/2021/066504	DEEP NEUTRAL NETWORK STRUCTURE LEARNING AND SIMPLIFYING METHOD	ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
WO/2021/066530	CO-INFORMATIC GENERATIVE ADVERSARIAL NETWORKS FOR EFFICIENT  DATA CO-CLUSTERING	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/125517	DEDICATED ARTIFICIAL INTELLIGENCE SYSTEM	UNIONPLACE CO., LTD.
WO/2021/221242	FEDERATED LEARNING SYSTEM AND METHOD	KOREA ELECTRONICS TECHNOLOGY INSTITUTE
WO/2021/071258	MOBILE SECURITY IMAGE LEARNING DEVICE AND METHOD BASED ON  ARTIFICIAL INTELLIGENCE	JLK, INC.
WO/2021/261666	NEURAL NETWORK PROCESSOR	FURIOSAAI CO.
WO/2021/261667	NEURAL NETWORK PROCESSOR	FURIOSAAI CO.
WO/2021/107406	ELECTRONIC DEVICE, CONTROL METHOD THEREOF, AND SYSTEM	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/101097	MULTI-TASK FUSION NEURAL NETWORK ARCHITECTURE	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/091149	ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/085996	ELECTRONIC DEVICE FOR ARRANGING KERNELS OF NEURAL NETWORK, AND  OPERATION METHOD THEREFOR	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/086016	APPARATUS AND METHOD FOR PERFORMING ARTIFICIAL INTELLIGENCE  (AI) ENCODING AND AI DECODING ON IMAGE	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/107422	NONINTRUSIVE LOAD MONITORING METHOD USING ENERGY CONSUMPTION  DATA	KOREA ELECTRONICS TECHNOLOGY INSTITUTE
WO/2021/096122	CHIP COUNTER	NANODREAM CO.,LTD.
WO/2021/091178	ARTIFICIAL INTELLIGENCE (AI) ENCODING APPARATUS AND OPERATING  METHOD THEREOF AND AI DECODING APPARATUS AND OPERATING METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/096139	ELECTRONIC APPARATUS AND METHOD OF CONTROLLING THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/246586	METHOD FOR ACCESSING PARAMETER FOR HARDWARE ACCELERATOR FROM  MEMORY, AND DEVICE USING SAME	OPENEDGES TECHNOLOGY, INC.
WO/2021/125557	ELECTRONIC DEVICE AND CONTROL METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/132889	ELECTRONIC DEVICE AND CONTROL METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/221254	METHOD FOR PERFORMING CONTINUAL LEARNING ON CLASSIFIER IN  CLIENT CAPABLE OF CLASSIFYING IMAGES BY USING CONTINUAL LEARNING SERVER AND  CONTINUAL LEARNING SERVER USING THE SAME	STRADVISION, INC.
WO/2021/221256	ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/132904	SYSTEM-ON-CHIP OPERATING MULTIPLE CPUS OF DIFFERENT TYPES, AND  OPERATION METHOD FOR SAME	TELECHIPS INC.
WO/2021/132905	SYSTEM-ON-CHIP FOR SHARING GRAPHICS PROCESSING UNIT THAT  SUPPORTS MULTI-MASTER, AND METHOD FOR OPERATING GRAPHICS PROCESSING UNIT	TELECHIPS INC.
WO/2021/230449	METHOD AND DEVICE FOR CONTROLLING ELECTRONIC DEVICE FOR  FEDERATED LEARNING	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/112491	METHODS AND SYSTEMS FOR PREDICTING KEYSTROKES USING A UNIFIED  NEURAL NETWORK	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/157831	CAUSATION RECOGNITION PATTERN MINING SYSTEM FOR RECOGNIZING  GROUP ACTIVITY IN PERVASIVE SENSOR SPACE	KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY
WO/2021/235634	GOLF COURSE DIVOT DETECTION SYSTEM, AND DETECTION METHOD USING  SAME	UFO ASTRONAUT INC.
WO/2021/201370	FEDERATED LEARNING RESOURCE MANAGEMENT APPARATUS AND SYSTEM,  AND RESOURCE EFFICIENCY METHOD THEREFOR	KOREA ELECTRONICS TECHNOLOGY INSTITUTE
WO/2021/118133	METHOD AND APPARATUS FOR PROVIDING MACHINE LEARNING-BASED  RECOMMENDATIONS IN BLOCKCHAIN NETWORK	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/125616	METHOD FOR DETECTING OBJECT DATA FOR TRAINING FOR AND  APPLICATION OF AI, AND SYSTEM FOR SAME	LEE, Hyang Yong
WO/2021/125619	METHOD FOR INSPECTING LABELING ON BOUNDING BOX BY USING DEEP  LEARNING MODEL AND APPARATUS USING SAME	SELECT STAR, INC.
WO/2021/118173	ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/261688	LEARNING APPARATUS AND METHOD FOR CREATING EMOTION EXPRESSION  VIDEO AND APPARATUS AND METHOD FOR EMOTION EXPRESSION VIDEO CREATION	RESEARCH COOPERATION FOUNDATION OF YEUNGNAM UNIVERSITY
WO/2021/182723	ELECTRONIC DEVICE FOR PRECISE BEHAVIORAL PROFILING FOR  IMPLANTING HUMAN INTELLIGENCE INTO ARTIFICIAL INTELLIGENCE, AND OPERATION  METHOD THEREFOR	KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY
WO/2021/194056	METHOD FOR TRAINING DEEP LEARNING NETWORK BASED ON ARTIFICIAL  INTELLIGENCE AND LEARNING DEVICE USING THE SAME	STRADVISION, INC.
WO/2021/145577	METHOD AND APPARATUS FOR PREDICTING TIME-SERIES DATA	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/133001	SEMANTIC IMAGE INFERENCE METHOD AND DEVICE	PIXTREE CO., LTD.
WO/2021/137502	MOBILE TERMINAL SUPPORTING ELECTRONIC NOTE FUNCTION, AND  METHOD FOR CONTROLLING SAME	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/230457	LEARNING METHOD AND LEARNING DEVICE FOR TRAINING AN OBJECT  DETECTION NETWORK BY USING ATTENTION MAPS AND TESTING METHOD AND TESTING  DEVICE USING THE SAME	STRADVISION, INC.
WO/2021/157863	AUTOENCODER-BASED GRAPH CONSTRUCTION FOR SEMI-SUPERVISED  LEARNING	SPIDERCORE INC.
WO/2021/137637	SERVER, CLIENT DEVICE, AND OPERATION METHODS THEREOF FOR  TRAINING NATURAL LANGUAGE UNDERSTANDING MODEL	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/172749	ELECTRONIC DEVICE AND CONTROL METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/150016	METHODS AND SYSTEMS FOR PERFORMING TASKS ON MEDIA USING  ATTRIBUTE SPECIFIC JOINT LEARNING	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/230463	METHOD FOR OPTIMIZING ON-DEVICE NEURAL NETWORK MODEL BY USING  SUB-KERNEL SEARCHING MODULE AND DEVICE USING THE SAME	STRADVISION, INC.
WO/2021/182748	ELECTRONIC DEVICE AND CONTROL METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/162280	ARTIFICIAL INTELLIGENCE PREDICTION SYSTEM AND METHOD USING  COLLECTIVE INTELLIGENCE	JOH, Jae Sung
WO/2021/153969	METHODS AND SYSTEMS FOR MANAGING PROCESSING OF NEURAL NETWORK  ACROSS HETEROGENEOUS PROCESSORS	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/153971	NEURAL NETWORK LEARNING METHOD USING DE-IDENTIFIED IMAGE AND  SERVER PROVIDING SAME	KAKAOBANK CORP.
WO/2021/153974	ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/215635	ENVIRONMENTAL FACTOR CONTROL DEVICE AND TRAINING METHOD  THEREFOR	MAKINAROCKS CO., LTD.
WO/2021/158085	NEURAL NETWORK UPDATE METHOD, CLASSIFICATION METHOD AND  ELECTRONIC DEVICE	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/177617	ELECTRONIC APPARATUS AND METHOD FOR CONTROLLING THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/225256	ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/230470	ELECTRONIC DEVICE AND CONTROL METHOD FOR SAME	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/172797	TRANSPOSED CONVOLUTION HARDWARE ACCELERATOR	OPENEDGES TECHNOLOGY, INC.
WO/2021/177628	METHOD AND APPARATUS FOR ACTION RECOGNITION	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/194095	TRAINING A NEURAL NETWORK USING STOCHASTIC WHITENING BATCH  NORMALIZATION	LG ELECTRONICS INC.
WO/2021/235656	ELECTRONIC APPARATUS AND CONTROL METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/194105	EXPERT SIMULATION MODEL TRAINING METHOD, AND DEVICE FOR  TRAINING	SI ANALYTICS CO., LTD
WO/2021/225262	NEURAL ARCHITECTURE SEARCH BASED OPTIMIZED DNN MODEL  GENERATION FOR EXECUTION OF TASKS IN ELECTRONIC DEVICE	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/187949	DEVICE AND METHOD FOR UPDATING ARTIFICIAL INTELLIGENCE MODEL  FOR RECOMMENDATION OF CONTENT	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/201490	METHOD FOR CONTROLLING BACKGROUND APPLICATION AND ELECTRONIC  DEVICE SUPPORTING SAME	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/225279	METHOD FOR EXPLAINABLE ACTIVE LEARNING, TO BE USED FOR OBJECT  DETECTOR, BY USING BAYESIAN DUAL AUTOENCODER AND ACTIVE LEARNING DEVICE USING  THE SAME	STRADVISION, INC.
WO/2021/162536	MOBILE DATA AUGMENTATION ENGINE FOR PERSONALIZED ON-DEVICE  DEEP LEARNING SYSTEM	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/261719	METHOD FOR TRAINING OBFUSCATION NETWORK WHICH CONCEALS  ORIGINAL DATA TO BE USED FOR MACHINE LEARNING AND TRAINING SURROGATE NETWORK  WHICH USES OBFUSCATED DATA GENERATED BY OBFUSCATION NETWORK AND LEARNING  DEVICE USING THE SAME AND METHOD FOR TESTING TRAINED OBFUSCATION NETWORK AND  TESTING DEVICE USING THE SAME	DEEPING SOURCE INC.
WO/2021/261720	METHOD FOR TRAINING OBFUSCATION NETWORK WHICH CONCEALS  ORIGINAL DATA TO BE USED FOR MACHINE LEARNING AND TRAINING SURROGATE NETWORK  WHICH USES OBFUSCATED DATA GENERATED BY OBFUSCATION NETWORK AND METHOD FOR  TESTING TRAINED OBFUSCATION NETWORK AND LEARNING DEVICE AND TESTING DEVICE  USING THE SAME	DEEPING SOURCE INC.
WO/2021/225294	TRANSFER LEARNING APPARATUS AND METHOD USING SAMPLE-BASED  REGULARIZATION TECHNIQUE	SK TELECOM CO., LTD.
WO/2021/235701	METHOD FOR PERFORMING ADJUSTABLE CONTINUAL LEARNING ON DEEP  NEURAL NETWORK MODEL BY USING SELECTIVE DEEP GENERATIVE REPLAY MODULE AND  DEVICE USING THE SAME	STRADVISION, INC.
WO/2021/225296	METHOD FOR EXPLAINABLE ACTIVE LEARNING, TO BE USED FOR OBJECT  DETECTOR, BY USING DEEP ENCODER AND ACTIVE LEARNING DEVICE USING THE SAME	STRADVISION, INC.
WO/2021/256685	ELECTRONIC DEVICE AND CONTROL METHOD THEREOF	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/246645	IMAGE PROCESSING ALGORITHM OPTIMIZATION METHOD, AND ELECTRONIC  DEVICE HAVING SAME	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/225360	METHOD FOR PERFORMING ON-DEVICE LEARNING OF MACHINE LEARNING  NETWORK ON AUTONOMOUS VEHICLE BY USING MULTI-STAGE LEARNING WITH ADAPTIVE  HYPER-PARAMETER SETS AND DEVICE USING THE SAME	STRADVISION, INC.
WO/2021/230558	LEARNING PROGRESSION FOR INTELLIGENCE BASED MUSIC GENERATION  AND CREATION	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/230574	LEARNING METHOD AND LEARNING DEVICE FOR UPDATING OBJECT  DETECTOR, BASED ON DEEP LEARNING, OF AUTONOMOUS VEHICLE TO ADAPT THE OBJECT  DETECTOR TO DRIVING CIRCUMSTANCE, AND UPDATING METHOD AND UPDATING DEVICE  USING THE SAME	STRADVISION, INC.
WO/2021/241983	METHOD AND APPARATUS FOR SEMI-SUPERVISED LEARNING	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/246739	SYSTEMS AND METHODS FOR CONTINUAL LEARNING	SAMSUNG ELECTRONICS CO., LTD.
WO/2021/246810	NEURAL NETWORK TRAINING METHOD VIA AUTO-ENCODER AND MULTIPLE  INSTANCE LEARNING, AND COMPUTING SYSTEM FOR PERFORMING SAME	DEEP BIO INC.
WO/2021/246811	METHOD AND SYSTEM FOR TRAINING NEURAL NETWORK FOR DETERMINING  SEVERITY	DEEP BIO INC.
WO/2021/251690	LEARNING CONTENT RECOMMENDATION SYSTEM BASED ON ARTIFICIAL  INTELLIGENCE TRAINING, AND OPERATION METHOD THEREOF	RIIID INC.
WO/2021/246818	NEURAL NETWORK PROCESSING METHOD AND DEVICE THEREFOR	FURIOSA. AI CO., LTD
WO/2021/246835	NEURAL NETWORK PROCESSING METHOD AND DEVICE THEREFOR	FURIOSA. AI CO., LTD
WO/2021/251745	METHOD FOR SELECTING NUMBER OF HIDDEN UNITS BY USING MUTUAL  INFORMATION OF HIDDEN UNITS WITHIN ARTIFICIAL NEURAL NETWORK MODEL AND METHOD  FOR PREDICTING HYDROCLIMATIC VARIABLE BY USING SAME	INDUSTRY-ACADEMIC COOPERATION FOUNDATION GYEONGSANG NATIONAL  UNIVERSITY
WO/2021/261839	DEEP-LEARNING BASED ARTIFICIAL INTELLIGENCE OPERATING SYSTEM  AND METHOD FOR AUTOMATED WASTE COLLECTION BINS	ACI CHEMICALS ASIA INC.
WO/2021/125929	METHOD BASED ON IMAGE CONDITIONING AND PREPROCESSING FOR HUMAN  EMBRYO CLASSIFICATION	CHAVEZ BADIOLA, Alejandro
WO/2021/060971	A METHOD FOR AUGMENTING A PLURALITY OF FACE IMAGES	MIMOS BERHAD
WO/2021/075950	DATA PROCESSING FOR PERFORMANCE ASSESSMENT AND MANAGEMENT	MALAYAN BANKING BERHAD
WO/2021/075954	DUE-DILIGENCE FOR RISK MITIGATION	MALAYAN BANKING BERHAD
WO/2021/167443	EQUIPMENT FAILURE PROBABILITY CALCULATION AND LIFETIME  ESTIMATION METHODS AND SYSTEMS	PETROLIAM NASIONAL BERHAD (PETRONAS)
WO/2021/256917	MACHINE LEARNING LOCALIZATION METHODS AND SYSTEMS	PETROLIAM NASIONAL BERHAD (PETRONAS)
WO/2021/112667	DEVICE COMPRISING AN ADAPTABLE AND ADDRESSABLE NEUROMORPHIC  STRUCTURE	STICHTING KATHOLIEKE UNIVERSITEIT
WO/2021/133173	READOUT OF A QUANTUM STATE IN AN ARRAY OF QUANTUM DOTS	TECHNISCHE UNIVERSITEIT DELFT
WO/2021/221519	METHOD OF IDENTIFYING HYDROCARBON RICH ZONES	SULTAN QABOOS UNIVERSITY
WO/2021/210998	MALICIOUS DOMAIN HOSTING TYPE CLASSIFICATION SYSTEMS AND  METHODS	QATAR FOUNDATION FOR EDUCATION, SCIENCE AND COMMUNITY  DEVELOPMENT
WO/2021/025581	METHOD FOR TRAINING A CONVOLUTIONAL NEURAL NETWORK	LIMITED LIABILITY COMPANY "CIFROVYE TEKHNOLOGII V  HIRURGII"
WO/2021/071379	QUANTUM CIRCUIT SIMULATION	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/173029	IMPLEMENTATION OF VARIATIONAL QUANTUM EIGENSOLVER ALGORITHM BY  USING TENSOR NETWORK FRAMEWORK	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/230763	ROBUST COMPRESSION MECHANISM FOR NEURAL NETWORKS	HUAWEI TECHNOLOGIES CO., LTD
WO/2021/242132	PROCESSING A DATA STREAM OF SCANS CONTAINING SPATIAL  INFORMATION PROVIDED BY A 2D OR 3D SENSOR CONFIGURED TO MEASURE DISTANCE BY  USING A CONVOLUTIONAL NEURAL NETWORK (CNN)	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/246892	METHOD FOR TRAINING AN ARTIFICIAL NEURAL NETWORK COMPRISING  QUANTIZED PARAMETERS	HUAWEI TECHNOLOGIES CO., LTD
WO/2021/262023	ANALOG HARDWARE REALIZATION OF NEURAL NETWORKS	POLYN TECHNOLOGY LIMITED
WO/2021/118413	DATA PROCESSING METHOD	UBIC TECHNOLOGIES LLC
WO/2021/137740	MOLECULAR COMPUTING DEVICE BASED ON ESSENTIALLY SINGLE  STRANDED NUCLEIC ACIDS	NIKITIN, Maxim Petrovich
WO/2021/246913	QUANTIZATION FOR NEURAL NETWORKS	HUAWEI TECHNOLOGIES CO., LTD.
WO/2021/021008	METHODS FOR RISK MANAGEMENT FOR AUTONOMOUS DEVICES AND RELATED  NODE	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/025601	METHODS AND NODES IN A COMMUNICATIONS NETWORK	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/029797	NETWORK NODES AND METHODS FOR HANDLING MACHINE LEARNING MODELS  IN A COMMUNICATIONS NETWORK	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/049986	SIGNAL DIMENSION REDUCTION USING A NON-LINEAR TRANSFORMATION	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/071399	DEVELOPING MACHINE-LEARNING MODELS	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/071403	PROVISION OF OPTIMIZED ACTION FOR APPLICATION IN A WIRELESS  COMMUNICATION NETWORK TO AFFECT DATA TRANSMISSION OVER A COMMUNICATION  CHANNEL	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/158152	DATA TRANSMISSION USING DATA PRIORITIZATION	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/029802	IMPROVED MACHINE LEARNING FOR TECHNICAL SYSTEMS	KÅBERG JOHARD, Leonard
WO/2021/126062	METHOD AND SYSTEM FOR PREDICTING MOVEMENT	FORSETE GROUP AB
WO/2021/177879	SYNTHETIC DATA GENERATION IN FEDERATED LEARNING SYSTEMS	TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
WO/2021/188031	PROVIDING TRAINING DATA FOR A MACHINE LEARNING MODEL	SAFETURE AB
WO/2021/246943	A SPIN HALL ISING MACHINE AND METHOD FOR OPERATING SUCH	NANOSC AB
WO/2021/256981	A COMPUTER-IMPLEMENTED OR HARDWARE-IMPLEMENTED METHOD OF  ENTITY IDENTIFICATION, A COMPUTER PROGRAM PRODUCT AND AN APPARATUS FOR ENTITY  IDENTIFICATION	IntuiCell AB
WO/2021/029822	SYSTEM AND METHOD FOR DISPATCHING VEHICLES	HITACHI, LTD.
WO/2021/045676	NEURAL NETWORK PROCESSOR SYSTEM AND METHODS OF OPERATING AND  FORMING THEREOF	AGENCY FOR SCIENCE, TECHNOLOGY AND RESEARCH
WO/2021/118452	METHOD AND SERVER FOR FEDERATED MACHINE LEARNING	AGENCY FOR SCIENCE, TECHNOLOGY AND RESEARCH
WO/2021/221563	METHOD FOR PREDICTING THE DESTINATION LOCATION OF A VEHICLE	GRABTAXI HOLDINGS PTE. LTD.
WO/2021/006811	DEVICE FOR TRAPPING AN ION, METHOD FOR FORMING THE SAME, AND  METHOD FOR CONTROLLING THE SAME	NANYANG TECHNOLOGICAL UNIVERSITY
WO/2021/010896	METHOD AND SYSTEM FOR DISTRIBUTED DATA MANAGEMENT	NANYANG TECHNOLOGICAL UNIVERSITY
WO/2021/101439	ARTIFICIAL INTELLIGENCE BRAIN	WANG, Lian
WO/2021/118464	SYSTEMS AND METHODS FOR UNIFIED COMPUTING ON DIGITAL AND  QUANTUM COMPUTERS	HORIZON QUANTUM COMPUTING PTE. LTD.
WO/2021/137759	METHOD AND APPARATUS FOR PREDICTING POWER CONSUMPTION, DEVICE  AND READIABLE STORAGE MEDIUM	ENVISION DIGITAL INTERNATIONAL PTE. LTD.
WO/2021/133253	METHOD AND APPARATUS FOR PREDICTING ENERGY CONSUMPTION, AND  DEVICE AND STORAGE MEDIUM THEREOF	ENVISION DIGITAL INTERNATIONAL PTE. LTD.
WO/2021/133254	METHOD AND SYSTEM FOR ROBOTIC PROCESS AUTOMATION	ANTWORKS PTE. LTD.
WO/2021/137767	METHOD AND APPARATUS FOR CONSTRUCTING DEVICE MODEL OF IOT  DEVICE, AND STORAGE MEDIUM	ENVISION DIGITAL INTERNATIONAL PTE. LTD.
WO/2021/177897	SYSTEMS AND METHODS FOR MACHINE NUMERACY	NATIONAL UNIVERSITY OF SINGAPORE
WO/2021/183053	METHOD AND APPARATUS FOR DETERMINING OPERATING STATE OF  PHOTOVOLTAIC ARRAY, DEVICE AND STORAGE MEDIUM	ENVISION DIGITAL INTERNATIONAL PTE. LTD.
WO/2021/201773	APPARATUS AND METHOD FOR IMPLEMENTING A COMPLEX-VALUED NEURAL  NETWORK	NANYANG TECHNOLOGICAL UNIVERSITY
WO/2021/246968	DEEP FLUORESCENCE IMAGING BY LASER-SCANNING EXCITATION AND  ARTIFICIAL NEURAL NETWORK PROCESSING	NATIONAL UNIVERSITY OF SINGAPORE
WO/2021/256999	EVENT-DRIVEN VISUAL-TACTILE SENSING AND LEARNING FOR ROBOTS	NATIONAL UNIVERSITY OF SINGAPORE
WO/2021/101463	COMPUTER-IMPLEMENTED METHODS FOR SELECTION OF FEATURES IN  PREDICTIVE DATA MODELING	BİLKAV EĞİTİM DANIŞMANLIK A.Ş.
WO/2021/101490	NETWORK FAILURE PREDICTION MODULE AND THE METHOD PERFORMED BY  THIS MODULE	TüRK TELEKOMüNİKASYON ANONİM ŞİRKETİ
WO/2021/194448	INSTRUCTIONAL MATERIAL: MULTIPLICATION AND DIVISION TEACHING  TOY PENHOLDER	HATAY MUSTAFA KEMAL üNİVERSİTESİ
WO/2021/188079	AN ARTIFICIAL INTELLIGENCE METHOD TO ENSURE THE ASSESSMENT THE  LEVEL OF COMFORT AND PAIN OF BABIES	ESKİŞEHİR OSMANGAZİ üNİVERSİTESİ
WO/2021/242200	A CYCLE COUNTER MECHANISM	TUSAS- TURK HAVACILIK VE UZAY SANAYII ANONIM SIRKETI
WO/2021/246990	AN ARTIFICIAL SYNAPSE CIRCUIT	TOBB EKONOMI VE TEKNOLOJI UNIVERSITESI
WO/2021/183090	METHOD FOR PUBLISHING AND/OR DISSEMINATING ELECTRONIC  INFORMATION MESSAGES	ZHYLINSKYI, Serhii Mykolaiyovych
WO/2021/076089	METHOD AND SYSTEM FOR INTERPRETING INPUTTED INFORMATION	QUATRO CONSULTING LLC
WO/2021/006914	VIRTUALIZATION FOR WEB-BASED APPLICATION WORKLOADS	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/015709	A SYSTEM AND METHOD FOR CONSTRUCTING MATHEMATICAL MODELS OF  TECHNOLOGICAL PROCESSES AND TRAINING THESE MODELS	CHEMICAL TECHNOLOGIES, INC.
WO/2021/025668	SYSTEMS AND METHODS FOR GENERATING AND PROVIDING SUGGESTED  ACTIONS	GOOGLE LLC
WO/2021/025694	PREDICTING PROCESSING WORKLOADS	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/029852	TASK SPECIFIC ADAPTION FOR NEURAL MACHINE TRANSLATION	GOOGLE, LLC
WO/2021/029889	BASE STATION-USER EQUIPMENT MESSAGING REGARDING DEEP NEURAL  NETWORKS	GOOGLE LLC
WO/2021/029891	COMMUNICATING A NEURAL NETWORK FORMATION CONFIGURATION	GOOGLE LLC
WO/2021/040728	ENGINEERING SUPPORT SYSTEM WITH A COGNITIVE ENGINEERING GRAPH	SIEMENS AKTIENGESELLSCHAFT
WO/2021/050061	METHOD, SYSTEM, AND COMPUTER PROGRAM PRODUCT FOR MANAGING  MODEL UPDATES	VISA INTERNATIONAL SERVICE ASSOCIATION
WO/2021/061159	MAPPING USER VECTORS BETWEEN EMBEDDINGS FOR A MACHINE LEARNING  MODEL	VISA INTERNATIONAL SERVICE ASSOCIATION
WO/2021/086404	DEVICE ANNOUNCEMENT AND TENANCY ASSOCIATION	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/080625	FEATURE AND CASE IMPORTANCE AND CONFIDENCE FOR IMPUTATION IN  COMPUTER-BASED REASONING SYSTEMS	DIVEPLANE CORPORATION
WO/2021/101527	AR-ASSISTED SYNTHETIC DATA GENERATION FOR TRAINING MACHINE  LEARNING MODELS	GOOGLE LLC
WO/2021/107948	PERSONALIZED DATA MODEL UTILIZING CLOSED DATA	GOOGLE LLC
WO/2021/107949	FLUX QUBIT READOUT OF TRANSMON QUBITS	GOOGLE LLC
WO/2021/054990	SYSTEMS AND METHODS FOR GENERATION OF SPARSE CODE FOR  CONVOLUTIONAL NEURAL NETWORKS	NEURALMAGIC INC.
WO/2021/061172	SYSTEM AND METHOD OF EXECUTING NEURAL NETWORKS	NEURALMAGIC INC.
WO/2021/112859	POROSITY PREDICTION	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/118600	AUTOMATIC PERFORMANCE OF COMPUTER ACTION(S) RESPONSIVE TO  SATISFACTION OF MACHINE-LEARNING BASED CONDITION(S)	GOOGLE LLC
WO/2021/126194	PARAMETER CACHING FOR NEURAL NETWORK ACCELERATORS	GOOGLE LLC
WO/2021/126226	SYSTEMS AND METHOD FOR EVALUATING AND SELECTIVELY DISTILLING  MACHINE-LEARNED MODELS ON EDGE DEVICES	GOOGLE LLC
WO/2021/126272	MACHINE LEARNING WORKLOAD ORCHESTRATION IN HETEROGENEOUS  CLUSTERS	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/126273	STORING STATEFUL INFORMATION OF A SERVICE IN A CLOUD FILE  SYSTEM	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/133406	HYBRID CLOUD ASYNCHRONOUS DATA SYNCHRONIZATION	HITACHI VANTARA LLC
WO/2021/141567	SYSTEM, METHOD, AND COMPUTER PROGRAM FOR USING MACHINE  LEARNING TO CALIBRATE JOB DESCRIPTION BASED ON DIVERSITY CRITERIA	EIGHTFOLD AI INC.
WO/2021/154238	A TRANSFERRABLE NEURAL ARCHITECTURE FOR STRUCTURED DATA  EXTRACTION FROM WEB DOCUMENTS	GOOGLE LLC
WO/2021/112899	USING GENETIC PROGRAMMING TO CREATE GENERIC BUILDING BLOCKS	NATURAL COMPUTATION LLC
WO/2021/154288	DETERMINING ELECTRIC FIELD DISTRIBUTIONS	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/158225	CONTROLLING MACHINE LEARNING MODEL STRUCTURES	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/006932	SPATIALLY SELF-VERIFYING ARRAY OF NODES	MIDDLE CHART, LLC
WO/2021/162692	MULTIPLE-TASK NEURAL NETWORKS	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/162703	PROVIDING TROUBLESHOOTING SOLUTIONS	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/167591	GRAPHICS PROCESSOR SWITCHING BASED ON COUPLED DISPLAY DEVICES	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/167607	NEURAL PATHS FOR WORKLOAD EXECUTION	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/002891	ARTIFICIAL INTELLIGENCE ADVISORY SYSTEMS AND METHODS FOR  BEHAVIORAL PATTERN MATCHING AND LANGUAGE GENERATION	KPN INNOVATION, LLC
WO/2021/055007	EFFICIENT AND SCALABLE ENCLAVE PROTECTION FOR MACHINE LEARNING  PROGRAMS	NEC LABORATORIES AMERICA, INC.
WO/2021/183135	TRANSMITTING NODE INSTRUCTIONS	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/133422	FLEXIBLE ACCELERATOR FOR SPARSE TENSORS (FAST) IN MACHINE  LEARNING	WESTERN DIGITAL TECHNOLOGIES, INC.
WO/2021/076182	ACCELERATING SPARSE MATRIX MULTIPLICATION IN STORAGE CLASS  MEMORY-BASED CONVOLUTIONAL NEURAL NETWORK INFERENCE	SANDISK TECHNOLOGIES LLC
WO/2021/076183	REALIZATION OF NEURAL NETWORKS WITH TERNARY INPUTS AND TERNARY  WEIGHTS IN NAND MEMORY ARRAYS	SANDISK TECHNOLOGIES LLC
WO/2021/126294	KERNEL TRANSFORMATION TECHNIQUES TO REDUCE POWER CONSUMPTION  OF BINARY INPUT, BINARY WEIGHT IN-MEMORY CONVOLUTIONAL NEURAL NETWORK  INFERENCE ENGINE	SANDISK TECHNOLOGIES LLC
WO/2021/201821	MOVEMENT OF TENSOR DATA DURING RESHAPE OPERATION	GOOGLE LLC
WO/2021/201823	ROBUST ARTIFICIAL INTELLIGENCE INFERENCE IN EDGE COMPUTING  DEVICES	SIEMENS AKTIENGESELLSCHAFT
WO/2021/206727	NEURAL NETWORKS	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/194516	DATA-DEPENDENT NODE-TO-NODE KNOWLEDGE SHARING BY  REGULARIZATION IN DEEP LEARNING	D5AI LLC
WO/2021/211099	EFFICIENT BINARY REPRESENTATIONS FROM NEURAL NETWORKS	GOOGLE LLC
WO/2021/211134	A NEURAL NETWORK SYSTEM FOR DISTRIBUTED BOOSTING FOR A  PROGRAMMABLE LOGIC CONTROLLER WITH A PLURALITY OF PROCESSING UNITS	SIEMENS AKTIENGESELLSCHAFT
WO/2021/221682	FACILITATING HYDROCARBON EXPLORATION BY APPLYING A  MACHINE-LEARNING MODEL TO BASIN DATA	LANDMARK GRAPHICS CORPORATION
WO/2021/011055	BUFFERED CAM ASSEMBLY	CBN NANO TECHNOLOGIES INC.
WO/2021/011062	SYSTEM AND METHOD FOR CONTINUAL LEARNING USING EXPERIENCE  REPLAY	HRL LABORATORIES, LLC
WO/2021/236051	FEW-SHOT DOMAIN ADAPTATION IN GENERATIVE ADVERSARIAL NETWORKS	GOOGLE LLC
WO/2021/002968	MODEL GENERATION BASED ON MODEL COMPRESSION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/011088	AUTOMATED GENERATION OF MACHINE LEARNING MODELS FOR NETWORK  EVALUATION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/025755	EXTENDING FINITE RANK DEEP KERNEL LEARNING TO FORECASTING OVER  LONG TIME HORIZONS	INTUIT INC.
WO/2021/194529	FLEXIBLE ACCELERATOR FOR SPARSE TENSORS IN CONVOLUTIONAL  NEURAL NETWORKS	WESTERN DIGITAL TECHNOLOGIES, INC.
WO/2021/194530	FLEXIBLE ACCELERATOR FOR SPARSE TENSORS IN CONVOLUTIONAL  NEURAL NETWORKS	WESTERN DIGITAL TECHNOLOGIES, INC.
WO/2021/096564	EXPLAINABLE ARTIFICIAL INTELLIGENCE-BASED SALES MAXIMIZATION  DECISION MODELS	AKTANA, INC.
WO/2021/002995	NEURAL NETWORK MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/247035	MACHINE LEARNING-BASED SYSTEM ARCHITECTURE DETERMINATION	SIEMENS INDUSTRY SOFTWARE NV
WO/2021/029941	ARTIFICIAL NEURAL NETWORKS IN MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/061206	SYSTEMS AND METHODS FOR ACCESS CONTROL	AKTANA, INC.
WO/2021/015869	TRAINING METHODS FOR DEEP NETWORKS	TOYOTA RESEARCH INSTITUTE, INC.
WO/2021/006974	MEASUREMENT SEQUENCE DETERMINATION FOR QUANTUM COMPUTING  DEVICE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/015872	METHODS AND APPARATUS OF MAINTENANCE SCHEDULING IN AUTOMATED  TESTING OVER A PLANNING PERIOD	SIEMENS HEALTHCARE DIAGNOSTICS INC.
WO/2021/040832	NEURAL NETWORK TRAINING WITH DECREASED MEMORY CONSUMPTION AND  PROCESSOR UTILIZATION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/021300	DISTRIBUTED TRAINING FOR DEEP LEARNING MODELS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/015879	STREAMING CONTEXTUAL UNIDIRECTIONAL MODELS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/055029	QUANTUM BIT PREDICTION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/025762	SYNDROME DATA COMPRESSION FOR QUANTUM COMPUTING DEVICES	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/025763	SYSTEMS FOR COUPLING DECODERS TO QUANTUM REGISTERS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/025764	PIPELINED HARDWARE DECODER FOR QUANTUM COMPUTING DEVICES	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/021317	PREDICTIVE MODEL FOR RANKING ARGUMENT CONVINCINGNESS OF TEXT  PASSAGES	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/003007	SUPERCONDUCTING FLEXIBLE INTERCONNECTING CABLE CONNECTOR	NORTHROP GRUMMAN SYSTEMS CORPORATION
WO/2021/251960	SUBTASK ADAPTABLE NEURAL NETWORK	GOOGLE LLC
WO/2021/055031	COORDINATING OPERATIONS OF MULTIPLE COMMUNICATION CHIPS VIA  LOCAL HUB DEVICE	APPLE INC.
WO/2021/034376	EXAMPLE BASED ENTITY EXTRACTION, SLOT FILLING AND VALUE  RECOMMENDATION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/251972	METHOD TO IMPROVE PROBABILITY CALCULATION OF KNOWLEDGE BASE  CONSTRUCTION	HITACHI, LTD.
WO/2021/050130	CONVOLUTIONAL NEURAL NETWORK WITH PHONETIC ATTENTION FOR  SPEAKER VERIFICATION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/061212	SYSTEM AND METHOD FOR SAFETY AND EFFICACY OVERRIDE OF AN  AUTONOMOUS SYSTEM	HRL LABORATORIES, LLC
WO/2021/025785	SYSTEM AND METHOD FOR ETHICAL COLLECTION OF DATA	ACXIOM LLC
WO/2021/015888	MODEL-AWARE SYNTHETIC IMAGE GENERATION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/257064	BUILDING A QUANTUM COMPUTER	DELAHOUSSAYE, Kevin
WO/2021/045818	PROTECTING MACHINE LEARNING MODELS FROM PRIVACY ATTACKS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/007006	DUAL MACHINE LEARNING PIPELINES FOR TRANSFORMING DATA AND  OPTIMIZING DATA TRANSFORMATION	SONY INTERACTIVE ENTERTAINMENT LLC
WO/2021/055046	PRIVACY ENHANCED MACHINE LEARNING	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/061232	PIPELINED NEURAL NETWORK PROCESSING WITH CONTINUOUS AND  ASYNCHRONOUS UPDATES	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/061233	INTER-DOCUMENT ATTENTION MECHANISM	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/015903	OPTICAL RESERVOIR COMPUTING SYSTEM AND METHOD OF USING THE  SAME	SCIENCE CADETS, INC.
WO/2021/011154	SELF-HEALING MACHINE LEARNING SYSTEM FOR TRANSFORMED DATA	SONY INTERACTIVE ENTERTAINMENT LLC
WO/2021/262139	DISTRIBUTED MACHINE LEARNING MODELS	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/262140	MACHINE LEARNING MODEL TRAINING	HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
WO/2021/015908	SPECIAL LOCAL AREA NETWORK WITH SECURE DATA TRANSFER	MO-DV, INC.
WO/2021/015909	SPECIAL NETWORK DEVICE	MO-DV, INC.
WO/2021/025792	CONTENT DELIVERY SYSTEM	MO-DV, INC.
WO/2021/003036	MEDICAL RECORD SEARCHING WITH TRANSMITTABLE MACHINE LEARNING	KPN INNOVATIONS, LLC.
WO/2021/262150	NEIGHBORHOOD DISTILLATION OF DEEP NEURAL NETWORKS	GOOGLE LLC
WO/2021/003037	METHODS AND SYSTEMS FOR ACHIEVING VIBRANT CONSTITUTION BASED  ON USER INPUTS	KPN INNOVATIONS, LLC.
WO/2021/091597	SYSTEMS AND METHODS FOR CLASSIFYING MEDIA ACCORDING TO USER  NEGATIVE PROPENSITIES	KPN INNOVATIONS, LLC.
WO/2021/107984	METHODS AND SYSTEMS FOR OPTIMIZING SUPPLEMENT DECISIONS	KPN INNOVATIONS, LLC.
WO/2021/021347	CLASSICAL AND QUANTUM COMPUTATION FOR PRINCIPAL COMPONENT  ANALYSIS OF MULTI-DIMENSIONAL DATASETS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/007042	NON-VOLATILE MEMORY BASED PROCESSORS AND DATAFLOW TECHNIQUES	MEMRYX INC.
WO/2021/007047	DISTRIBUTED AND COLLABORATIVE ANALYTICS OF ENCRYPTED DATA  USING DEEP POLYNOMIAL NETWORKS	TENCENT AMERICA LLC
WO/2021/003142	DIAGNOSING SKIN CONDITIONS USING MACHINE-LEARNED MODELS	3DERM SYSTEMS, INC.
WO/2021/126311	REINFORCEMENT LEARNING SYSTEM AND METHOD FOR GENERATING A  DECISION POLICY INCLUDING FAILSAFE	RAYTHEON COMPANY
WO/2021/216104	AUTOMATED GENERATION OF EXPLAINABLE MACHINE LEARNING	INTUIT INC.
WO/2021/137893	METHOD FOR SERVING PARAMETER EFFICIENT NLP MODELS THROUGH  ADAPTIVE ARCHITECTURES	INTUIT INC.
WO/2021/003210	CLUSTERING-BASED QUANTIZATION FOR NEURAL NETWORK COMPRESSION	VID SCALE, INC.
WO/2021/061255	OSCILLATOR BASED NEURAL NETWORK APPARATUS	INTEL CORPORATION
WO/2021/225612	SYSTEM AND METHODS FOR DYNAMICALLY EXTENDING ANALYTICS IN A  CLOUD COMMUNICATIONS PLATFORM	INTELEPEER
WO/2021/003325	METHODS AND APPARATUS FOR KERNEL TENSOR AND TREE PARTITION  BASED NEURAL NETWORK COMPRESSION FRAMEWORK	VID SCALE, INC.
WO/2021/003391	MACHINE LEARNING SYSTEMS AND METHODS FOR EVALUATING SAMPLING  BIAS IN DEEP ACTIVE CLASSIFICATION	INSURANCE SERVICES OFFICE, INC.
WO/2021/007178	TECHNIQUES FOR DEFINING AND EXECUTING PROGRAM CODE SPECIFYING  NEURAL NETWORK ARCHITECTURES	VIANAI SYSTEMS, INC.
WO/2021/007213	TECHNIQUES FOR CREATING, ANALYZING, AND MODIFYING NEURAL  NETWORKS	VIANAI SYSTEMS, INC.
WO/2021/007214	TECHNIQUES FOR VISUALIZING THE OPERATION OF NEURAL NETWORKS	VIANAI SYSTEMS, INC.
WO/2021/007215	TECHNIQUES FOR MODIFYING THE OPERATION OF NEURAL NETWORKS	VIANAI SYSTEMS, INC.
WO/2021/007257	SYSTEMS AND METHODS FOR DISTRIBUTING A NEURAL NETWORK ACROSS  MULTIPLE COMPUTING DEVICES	FACEBOOK TECHNOLOGIES, LLC
WO/2021/007259	TECHNIQUES FOR MODIFYING NEURAL NETWORK DEFINITIONS	VIANAI SYSTEMS, INC.
WO/2021/007333	SYSTEMS AND METHODS FOR PIPELINED PARALLELISM TO ACCELERATE  DISTRIBUTED PROCESSING	FACEBOOK TECHNOLOGIES, LLC
WO/2021/007337	SYSTEMS, METHODS, AND DEVICES FOR EARLY-EXIT FROM CONVOLUTION	FACEBOOK TECHNOLOGIES, LLC
WO/2021/007352	CROP YIELD FORECASTING MODELS	INDIGO AG, INC.
WO/2021/091600	PARAMETRICALLY-DRIVEN COHERENT SIGNAL ROUTER FOR QUANTUM  COMPUTING AND RELATED METHODS	UNIVERSITY OF PITTSBURGH - OF THE COMMONWEALTH SYSTEM OF  HIGHER EDUCATION
WO/2021/011314	SYSTEM AND METHOD FOR PERFORMING SMALL CHANNEL COUNT  CONVOLUTIONS IN ENERGY-EFFICIENT INPUT OPERAND STATIONARY ACCELERATOR	FACEBOOK TECHNOLOGIES, LLC
WO/2021/007560	SYSTEM AND METHOD FOR PARALLEL IMPLEMENTATION OF MULTI-QUBIT  QUANTUM GATES	PRESIDENT AND FELLOWS OF HARVARD COLLEGE
WO/2021/011422	WI-FI ACCESS POINT COORDINATED TRANSMISSION OF DATA	CHARTER COMMUNICATIONS OPERATING, LLC
WO/2021/011573	PROBABILISTIC MODELING FOR ANONYMIZED DATA INTEGRATION AND  BAYESIAN SURVEY MEASUREMENT OF SPARSE AND WEAKLY-LABELED DATASETS	THE NIELSEN COMPANY (US), LLC
WO/2021/011776	SYSTEMS AND METHODS FOR POPULATING A STRUCTURED DATABASE BASED  ON AN IMAGE REPRESENTATION OF A DATA TABLE	NFERENCE, INC.
WO/2021/011888	SYSTEM AND METHOD FOR ERROR DETECTION AND CORRECTION IN  VIRTUAL REALITY AND AUGMENTED REALITY ENVIRONMENTS	FACTUALVR, INC.
WO/2021/016131	CONVOLUTIONAL NEURAL NETWORKS FOR CLASSIFICATION OF CANCER  HISTOLOGICAL IMAGES	THE JACKSON LABORATORY
WO/2021/011931	BIOLOGICALLY INSPIRED SLEEP ALGORITHM FOR ARTIFICIAL NEURAL  NETWORKS	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
WO/2021/040910	OCCUPANCY PREDICTION NEURAL NETWORKS	WAYMO LLC
WO/2021/016273	CHIPLET-INTEGRATED MACHINE LEARNING ACCELERATORS	ADVANCED MICRO DEVICES, INC.
WO/2021/021500	AUTOMATED IDENTIFICATION OF CODE CHANGES	X DEVELOPMENT LLC
WO/2021/040914	PROCESSORS, DEVICES, SYSTEMS, AND METHODS FOR NEUROMORPHIC  COMPUTING BASED ON MODULAR MACHINE LEARNING MODELS	ALIBABA GROUP HOLDING LIMITED
WO/2021/021546	AUTOMATED NEURAL NETWORK GENERATION USING FITNESS ESTIMATION	SPARKCOGNITION, INC.
WO/2021/061264	METHODS AND APPARATUS TO DEFEND AGAINST ADVERSARIAL MACHINE  LEARNING	MCAFEE, LLC
WO/2021/021573	DISTRIBUTION OF NEURAL NETWORKS WITH BLOCKCHAINS	MCAFEE, LLC
WO/2021/091603	LOW LATENCY DOCSIS EXPERIENCE VIA MULTIPLE QUEUES	HARMONIC, INC.
WO/2021/061266	A DEEP REINFORCEMENT LEARNING BASED METHOD FOR SURREPTITIOUSLY  GENERATING SIGNALS TO FOOL A RECURRENT NEURAL NETWORK	HRL LABORATORIES, LLC
WO/2021/016544	EVENT-BASED CLASSIFICATION OF FEATURES IN A RECONFIGURABLE AND  TEMPORALLY CODED CONVOLUTIONAL SPIKING NEURAL NETWORK	BRAINCHIP, INC.
WO/2021/021618	SYSTEMS AND METHODS FOR MULTI-SOURCE REFERENCE CLASS  IDENTIFICATION, BASE RATE CALCULATION, AND PREDICTION	ATANASOV, Pavel
WO/2021/021664	ARTIFICIAL INTELLIGENCE BASED HYDRAULIC FRACTURING SYSTEM  MONITORING AND CONTROL	TYPHON TECHNOLOGY SOLUTIONS, LLC
WO/2021/262203	SYSTEM AND METHOD FOR CONTINUOUS TRACKING OF MEDIA PLAYBACK  USING BLOCKCHAIN	BEATDAPP SOFTWARE INC.
WO/2021/021787	SYSTEMS AND METHODS FOR ANALOG COMPUTING USING A LINEAR  PHOTONIC PROCESSOR	LIGHTMATTER, INC.
WO/2021/021813	EFFICIENT AND NOISE RESILIENT MEASUREMENTS FOR QUANTUM  CHEMISTRY	GOOGLE LLC
WO/2021/040944	DEEP LEARNING WITH JUDGMENT	D5AI LLC
WO/2021/021967	SYSTEM AND METHOD FOR OMNICHANNEL TEXT-BASED ROUTING AND  COMMUNICATION SYSTEM	TAPTEXT LLC
WO/2021/034475	CROSS REPLICA REDUCTION ON NETWORKS HAVING DEGRADED NODES	GOOGLE LLC
WO/2021/026006	FINITE RANK DEEP KERNEL LEARNING WITH LINEAR COMPUTATIONAL  COMPLEXITY	INTUIT INC.
WO/2021/022217	QUANTUM SYSTEM AND METHOD FOR SOLVING BAYESIAN PHASE  ESTIMATION PROBLEMS	ZAPATA COMPUTING, INC.
WO/2021/034486	THREE-DIMENSIONAL CONVOLUTION PIPELINE WITH MEMORY ORGANIZER  UNIT	FACEBOOK, INC.
WO/2021/026034	ARTIFICIAL INTELLIGENCE JOB RECOMMENDATION NEURAL NETWORK  MACHINE LEARNING TRAINING BASED ON EMBEDDING TECHNOLOGIES AND ACTUAL AND  SYNTHETIC JOB TRANSITION LATENT INFORMATION	INDEED, INC.
WO/2021/026044	FRAMEWORK FOR LEARNING TO TRANSFER LEARN	GOOGLE LLC
WO/2021/026045	INTERPRETABLE TABULAR DATA LEARNING USING SEQUENTIAL SPARSE  ATTENTION	GOOGLE LLC
WO/2021/026063	CODE-INDEPENDENT GRAPH TECHNOLOGY	CONTRAST, INC.
WO/2021/034500	MEMORY ELEMENT FOR WEIGHT UPDATE IN A NEURAL NETWORK	MICRON TECHNOLOGY, INC.
WO/2021/034502	NEURAL NETWORK MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/026219	ENSEMBLE OF CLUSTERED DUAL-STAGE ATTENTION-BASED RECURRENT  NEURAL NETWORKS FOR MULTIVARIATE TIME SERIES PREDICTION	NEC LABORATORIES AMERICA, INC.
WO/2021/026225	SYSTEM AND METHOD OF ACCELERATING EXECUTION OF A NEURAL  NETWORK	NEURALMAGIC INC.
WO/2021/026385	ACHIEVING LONG TERM GOALS USING A COMBINATION OF ARTIFICIAL  INTELLIGENCE BASED PERSONAL ASSISTANTS AND HUMAN ASSISTANTS	DU, Shenggang
WO/2021/026425	REPRESENTATION LEARNING IN MASSIVE PETROLEUM NETWORK SYSTEMS	SAUDI ARABIAN OIL COMPANY
WO/2021/034530	METHOD AND APPARATUS FOR AUTOMOTIVE VEHICLE DIAGNOSTICS USING  COGNITIVE SMART SENSORS	CHAOYANG SEMICONDUCTOR JIANGYIN TECHNOLOGY CO. LTD.
WO/2021/026533	METHOD OF LABELING AND AUTOMATING INFORMATION ASSOCIATIONS FOR  CLINICAL APPLICATIONS	AUGMEDIX OPERATING CORPORATION
WO/2021/118651	ARTIFICIAL NEURAL NETWORKS	GENGHISCOMM HOLDINGS, LLC
WO/2021/071579	DETECTING USER INTERFACE ELEMENTS IN ROBOTIC PROCESS  AUTOMATION USING CONVOLUTIONAL NEURAL NETWORKS	UIPATH, INC.
WO/2021/076209	AUTOMATIC ACTIVATION AND CONFIGURATION OF ROBOTIC PROCESS  AUTOMATION WORKFLOWS USING MACHINE LEARNING	UIPATH, INC.
WO/2021/034600	DISTRIBUTED MACHINE LEARNING WITH PRIVACY PROTECTION	MICRON TECHNOLOGY, INC.
WO/2021/034602	MACHINE LEARNING WITH FEATURE OBFUSCATION	MICRON TECHNOLOGY, INC.
WO/2021/034604	FEATURE DICTIONARY FOR BANDWIDTH ENHANCEMENT	MICRON TECHNOLOGY, INC.
WO/2021/030684	SYSTEMS AND METHODS FOR AUTOMATING BIOLOGICAL STRUCTURE  IDENTIFICATION UTILIZING MACHINE LEARNING	ADVANCED SOLUTIONS LIFE SCIENCES, LLC
WO/2021/242288	SOLUTION AUTOMATION	JEZEWSKI, Joni
WO/2021/034782	SYSTEMS AND METHODS FOR SELF AND SOCIAL DISCOVERY	UNVEIL.SOCIAL, SBC
WO/2021/076222	REINFORCEMENT LEARNING IN ROBOTIC PROCESS AUTOMATION	UIPATH, INC.
WO/2021/076223	USING ARTIFICIAL INTELLIGENCE TO SELECT AND CHAIN MODELS FOR  ROBOTIC PROCESS AUTOMATION	UIPATH, INC.
WO/2021/034843	FAST INTENSITY STABILIZATION OF MULTIPLE CONTROLLER BEAMS	IONQ, INC.
WO/2021/055129	PROTOCOL FOR IMPROVING REBUILD TIMES OF REDUNDANT ARRAY OF  INDEPENDENT DISKS	DIGITALOCEAN, LLC
WO/2021/221706	MACHINE LEARNING MODEL RETRAINING PIPELINE FOR ROBOTIC PROCESS  AUTOMATION	UIPATH, INC.
WO/2021/041126	SYSTEMS AND METHODS FOR GENERATING FACIES REALIZATIONS	CHEVRON U.S.A. INC.
WO/2021/041128	SYSTEMS AND METHODS FOR SUPPLEMENTING DATA WITH GENERATIVE  MODELS	UNLEARN.AI, INC.
WO/2021/041131	NO-CODING MACHINE LEARNING PIPELINE	GOOGLE LLC
WO/2021/041133	RESOURCE CONSTRAINED NEURAL NETWORK ARCHITECTURE SEARCH	GOOGLE LLC
WO/2021/035057	GENERAL PADDING SUPPORT FOR CONVOLUTION ON SYSTOLIC ARRAYS	GOOGLE LLC
WO/2021/035063	SYSTEM AND METHOD FOR RULES-DRIVEN ADJUDICATION	MYNDSHFT TECHNOLOGIES, INC.
WO/2021/041239	SYSTEM AND METHOD FOR COGNIFYING UNSTRUCTURED DATA	HEALTHPOINTE SOLUTIONS, INC.
WO/2021/041254	AI/ML, DISTRIBUTED COMPUTING, AND BLOCKCHAINED BASED RESERVOIR  MANAGEMENT PLATFORM	LANDMARK GRAPHICS CORPORATION
WO/2021/035193	ACTIVE LEARNING VIA A SAMPLE CONSISTENCY ASSESSMENT	GOOGLE LLC
WO/2021/035224	UNSUPERVISED LEARNING AND PREDICTION OF LINES OF THERAPY FROM  HIGH-DIMENSIONAL LONGITUDINAL MEDICATIONS DATA	TEMPUS LABS, INC.
WO/2021/041390	SPIKING NEURAL UNIT	MICRON TECHNOLOGY, INC.
WO/2021/041405	DISTRIBUTED COMPUTING SYSTEM AND METHOD FOR GENERATING  ATMOSPHERIC WIND FORECASTS	LOON LLC
WO/2021/126318	TOPOLOGICAL SCHEDULING	GOOGLE LLC
WO/2021/061328	METHOD AND APPARATUS FOR EXECUTION OF NEURAL NETWORK	ALIBABA GROUP HOLDING LIMITED
WO/2021/041503	SYSTEM AND METHOD FOR RAPID GENETIC ALGORITHM -BASED PORTFOLIO  GENERATION	VANGUARD GROUP
WO/2021/041586	MEMORY WITH ARTIFICIAL INTELLIGENCE MODE	MICRON TECHNOLOGY, INC.
WO/2021/041587	ARTIFICIAL INTELLIGENCE ACCELERATOR	MICRON TECHNOLOGY, INC.
WO/2021/041630	ACTIVATION FUNCTIONS FOR ARTIFICIAL INTELLIGENCE OPERATIONS	MICRON TECHNOLOGY, INC.
WO/2021/041631	MONITORING COMPUTING SYSTEM STATUS BY IMPLEMENTING A DEEP  UNSUPERVISED BINARY CODING NETWORK	NEC LABORATORIES AMERICA, INC.
WO/2021/041638	COPY DATA IN A MEMORY SYSTEM WITH ARTIFICIAL INTELLIGENCE MODE	MICRON TECHNOLOGY, INC.
WO/2021/041644	TRANSFER DATA IN A MEMORY SYSTEM WITH ARTIFICIAL INTELLIGENCE  MODE	MICRON TECHNOLOGY, INC.
WO/2021/041729	METHOD AND APPARATUS FOR CONTROLLED ONLINE DEBATE	DEBATE ME NOW TECHNOLOGIES, INC.
WO/2021/137897	BIAS DETECTION AND EXPLAINABILITY OF DEEP LEARNING MODELS	SIEMENS CORPORATION
WO/2021/041830	SYSTEM AND METHOD FOR MACHINE LEARNING BASED PREDICTION OF  SOCIAL MEDIA INFLUENCE OPERATIONS	THE TRUSTEES OF PRINCETON UNIVERSITY
WO/2021/086486	NEURAL NETWORK INSTRUCTION STREAMING	RAYTHEON COMPANY
WO/2021/041921	METHOD, APPARATUS, AND SYSTEM FOR DYNAMIC MODEL OR MODEL  PARAMETER SWITCHING FOR OBJECT DETECTION	HERE GLOBAL B.V.
WO/2021/045976	PROCESSOR AND SYSTEM TO CONVERT TENSOR OPERATIONS IN MACHINE  LEARNING	NVIDIA CORPORATION
WO/2021/045988	MAINTENANCE OF DISTRIBUTED TRAIN CONTROL SYSTEMS USING MACHINE  LEARNING	PROGRESS RAIL SERVICES CORPORATION
WO/2021/050313	METAMODELING FOR CONFIDENCE PREDICTION IN MACHINE LEARNING  BASED DOCUMENT EXTRACTION	INTUIT INC.
WO/2021/046000	PERFORMING PROCESSING-IN-MEMORY OPERATIONS RELATED TO  PRE-SYNAPTIC SPIKE SIGNALS, AND RELATED METHODS AND SYSTEMS	MICRON TECHNOLOGY, INC.
WO/2021/046184	COMPUTER ARCHITECTURE FOR EXECUTING QUANTUM PROGRAMS	ZAPATA COMPUTING, INC.
WO/2021/046191	CLASSIFYING BUSINESS SUMMARIES AGAINST A HIERARCHICAL INDUSTRY  CLASSIFICATION STRUCTURE USING SUPERVISED MACHINE LEARNING	THE DUN & BRADSTREET CORPORATION
WO/2021/046230	CLUSTER AND IMAGE-BASED FEEDBACK SYSTEM	THE YES PLATFORM
WO/2021/178003	ANALOG NEURAL MEMORY ARRAY STORING SYNAPSIS WEIGHTS IN  DIFFERENTIAL CELL PAIRS IN ARTIFICIAL NEURAL NETWORK	SILICON STORAGE TECHNOLOGY, INC.
WO/2021/137901	EXPLAINABLE PROCESS PREDICTION	UIPATH, INC.
WO/2021/046292	CAPTURING PERSON-SPECIFIC SELF-REPORTED SUBJECTIVE EXPERIENCES  AS BEHAVIORAL PREDICTORS	ADOH SCIENTIFIC, LLC
WO/2021/046300	DETECTING AND CLASSIFYING ANOMALIES IN ARTIFICIAL INTELLIGENCE  SYSTEMS	GEORGIA TECH RESEARCH CORPORATION
WO/2021/046306	GENERATING TRAINING DATA FOR MACHINE-LEARNING MODELS	AMERICAN EXPRESS TRAVEL RELATED SERVICES CO., INC.
WO/2021/046345	PROCESSING OF REDUCTION AND BROADCAST OPERATIONS ON LARGE  DATASETS WITH MULTI-DIMENSIONAL HARDWARE ACCELERATORS	GOOGLE LLC
WO/2021/046353	IN-MANIFEST UPDATE EVENT	TENCENT AMERICA LLC
WO/2021/061374	MULTI-CORE PROCESSOR AND INTER-CORE DATA FORWARDING METHOD	ALIBABA GROUP HOLDING LIMITED
WO/2021/046386	MEASURING SPATIAL WORKING MEMORY USING MOBILE-OPTIMIZED  SOFTWARE TOOLS	LINDEMANN, Michael
WO/2021/046495	COMPUTER SYSTEM AND METHOD FOR IMPLEMENTING A CONDITIONAL  REFLECTION OPERATOR ON A QUANTUM COMPUTER	ZAPATA COMPUTING, INC.
WO/2021/091614	ARTIFICIAL NEURAL NETWORK TRAINING	RAYTHEON COMPANY
WO/2021/050440	PERFORMING XNOR EQUIVALENT OPERATIONS BY ADJUSTING COLUMN  THRESHOLDS OF A COMPUTE-IN-MEMORY ARRAY	QUALCOMM INCORPORATED
WO/2021/061401	SELECTIVE TRAINING OF DEEP LEARNING MODULES	D5AI LLC
WO/2021/050526	SIMULTANEOUS MEASUREMENTS OF GRADIENTS IN OPTICAL NETWORKS	THE BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY
WO/2021/050541	SYSTEM AND METHOD OF PARTIAL COMPILATION WITH VARIATIONAL  ALGORITHMS FOR QUANTUM COMPUTERS	THE UNIVERSITY OF CHICAGO
WO/2021/050544	THREAT MITIGATION SYSTEM AND METHOD	RELIAQUEST HOLDINGS, LLC
WO/2021/050550	OPTICAL SYSTEMS AND METHODS USING BROADBAND DIFFRACTIVE NEURAL  NETWORKS	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
WO/2021/050581	A MACHINE-LEARNING-BASED ARCHITECTURE SEARCH METHOD FOR A  NEURAL NETWORK	NVIDIA CORPORATION
WO/2021/050590	SYSTEMS AND METHODS FOR MODIFYING NEURAL NETWORKS FOR BINARY  PROCESSING APPLICATIONS	QUALCOMM INCORPORATED
WO/2021/055234	EFFICIENT EXECUTION OF OPERATION UNIT GRAPHS ON RECONFIGURABLE  ARCHITECTURES BASED ON USER SPECIFICATION	SAMBANOVA SYSTEMS, INC.
WO/2021/050769	SPATIO-TEMPORAL INTERACTIONS FOR VIDEO UNDERSTANDING	NEC LABORATORIES AMERICA, INC.
WO/2021/067023	ADIABATIC CIRCUITS FOR COLD SCALABLE ELECTRONICS	ZETTAFLOPS LLC
WO/2021/050787	SYSTEMS AND METHODS FOR AUTOMATED PARSING OF SCHEMATICS	C3.AI, INC.
WO/2021/050790	SYSTEMS AND METHODS FOR PREDICTING MANUFACTURING PROCESS RISKS	C3.AI, INC.
WO/2021/061416	TECHNIQUES FOR ALERTING METRIC BASELINE BEHAVIOR CHANGE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/050887	PROCESSING PHARMACEUTICAL PRESCRIPTIONS IN REAL TIME USING A  CLINICAL ANALYTICAL MESSAGE DATA FILE	ELECTRONIC HEALTH RECORD DATA, INC.
WO/2021/050893	PROCESSING PHARMACEUTICAL PRESCRIPTIONS IN REAL TIME USING A  CLINICAL ANALYTICAL MESSAGE DATA FILE	ELECTRONIC HEALTH RECORD DATA, INC.
WO/2021/050922	PROCESSING PHARMACEUTICAL PRESCRIPTIONS IN REAL TIME USING A  CLINICAL ANALYTICAL MESSAGE DATA FILE	ELECTRONIC HEALTH RECORD DATA, INC.
WO/2021/051006	VISUALLY CREATING AND MONITORING MACHINE LEARNING MODELS	VIANAI SYSTEMS, INC.
WO/2021/051050	GENERATING GEOLOGICAL FACIES MODELS WITH FIDELITY TO THE  DIVERSITY AND STATISTICS OF TRAINING IMAGES USING IMPROVED GENERATIVE  ADVERSARIAL NETWORKS	SCHLUMBERGER TECHNOLOGY CORPORATION
WO/2021/055279	ACCELERATOR CHIP CONNECTING A SYSTEM ON A CHIP AND A MEMORY  CHIP	MICRON TECHNOLOGY, INC.
WO/2021/055280	MEMORY CHIP CONNECTING A SYSTEM ON A CHIP AND AN ACCELERATOR  CHIP	MICRON TECHNOLOGY, INC.
WO/2021/061445	MULTI-CORE INTERCONNECTION BUS, INTER-CORE COMMUNICATION  METHOD, AND MULTI-CORE PROCESSOR	ALIBABA GROUP HOLDING LIMITED
WO/2021/096590	THRESHOLD TRIGGERED BACK PROPAGATION OF AN ARTIFICIAL NEURAL  NETWORK	RAYTHEON COMPANY
WO/2021/055364	EFFICIENT INFERENCING WITH FAST POINTWISE CONVOLUTION	QUALCOMM INCORPORATED
WO/2021/055488	MULTIPLY-ACCUMULATE UNIT	ANAFLASH INC.
WO/2021/055507	QUANTUM COMPUTER SYSTEM AND METHOD FOR PERFORMING QUANTUM  COMPUTATION WITH REDUCED CIRCUIT DEPTH	ZAPATA COMPUTING, INC.
WO/2021/055521	SYSTEM AND METHOD FOR COMPOSING AND SOLVING THE  NETWORK-OF-MACHINES MANAGEMENT PROBLEM	SUPPORTED INTELLIGENCE LLC,
WO/2021/055607	PARALLEL PROCESSING OF A CONVOLUTIONAL LAYER OF A NEURAL  NETWORK WITH COMPUTE-IN-MEMORY ARRAY	QUALCOMM INCORPORATED
WO/2021/061493	TEMPORAL IDENTIFIER CONSTRAINTS FOR SEI MESSAGES	FUTUREWEI TECHNOLOGIES, INC.
WO/2021/055824	DEVICE AND METHOD FOR EMBEDDED DEEP REINFORCEMENT LEARNING IN  WIRELESS INTERNET OF THINGS DEVICES	NORTHEASTERN UNIVERSITY
WO/2021/055847	COMPUTER-BASED SYSTEMS, COMPUTING COMPONENTS AND COMPUTING  OBJECTS CONFIGURED TO IMPLEMENT DYNAMIC OUTLIER BIAS REDUCTION IN MACHINE  LEARNING MODELS	HARTFORD STEAM BOILER INSPECTION AND INSURANCE COMPANY
WO/2021/055887	DATA VALUATION USING REINFORCEMENT LEARNING	GOOGLE LLC
WO/2021/055904	ROBUST TRAINING IN THE PRESENCE OF LABEL NOISE	GOOGLE LLC
WO/2021/067057	NEURAL NETWORK TRAINING IN A DISTRIBUTED SYSTEM	AMAZON TECHNOLOGIES, INC.
WO/2021/055952	SYSTEM, METHOD, AND APPARATUS TO SUPPORT MIXED NETWORK  COMMUNICATIONS ON A VEHICLE	SONATUS, INC.
WO/2021/055959	AUGMENTED REALITY PUBLIC MESSAGING EXPERIENCE	FABRIC GLOBAL PBC
WO/2021/055977	ROLLING FEEDBACK SYSTEM FOR FINANCIAL AND RISK ANALYSIS USING  DISPARATE DATA SOURCES	FP ALPHA, INC.
WO/2021/061579	COMPUTERIZED POINT OF SALE INTEGRATION PLATFORM	TICHY, Gregory
WO/2021/055986	FOCUSED IMAGE GRABBING	PROOFPOINT, INC.
WO/2021/061663	SYSTEM AND METHOD PROVIDING AN IMPROVED, AUTOMATED PROCUREMENT  SYSTEM USING ARTIFICIAL INTELLIGENCE	QMERIT, INC.
WO/2021/091626	SECURE MODE SWITCHING IN NEURAL PROCESSOR CIRCUIT	APPLE INC.
WO/2021/071670	MULTI-MODE PLANAR ENGINE FOR NEURAL PROCESSOR	APPLE INC.
WO/2021/061699	ADAPTIVE INTERFACE FOR SCREEN-BASED INTERACTIONS	BENDFELDT, Hannes
WO/2021/061717	UPSIDE-DOWN REINFORCEMENT LEARNING	NNAISENSE SA
WO/2021/061776	MULTIPLEXED READOUT SYSTEM	GOOGLE LLC
WO/2021/061781	MULTI-TASK ADAPTER NEURAL NETWORKS	GOOGLE LLC
WO/2021/061785	METHOD AND APPARATUS FOR STATELESS PARALLEL PROCESSING OF  TASKS AND WORKFLOWS	TENCENT AMERICA LLC
WO/2021/061798	METHODS AND APPARATUS TO TRAIN A MACHINE LEARNING MODEL	INTEL CORPORATION
WO/2021/071675	DYNAMIC MONITORING AND SECURING OF FACTORY PROCESSES,  EQUIPMENT AND AUTOMATED SYSTEMS	NANOTRONICS IMAGING, INC.
WO/2021/076290	BI-DIRECTIONAL DATA SYNC BETWEEN A CLIENT DEVICE AND AN  APPLICATION SERVER	JOURNEY MOBILE, INC.
WO/2021/061941	ACTIVE BRIDGE CHIPLET WITH INTEGRATED CACHE	ADVANCED MICRO DEVICES, INC.
WO/2021/061949	FABRICATING ACTIVE-BRIDGE-COUPLED GPU CHIPLETS	ADVANCED MICRO DEVICES, INC.
WO/2021/061951	DISTANCE-BASED LEARNING CONFIDENCE MODEL	GOOGLE LLC
WO/2021/061962	TRANSFER LEARNING FOR NEURAL NETWORKS	NVIDIA CORPORATION
WO/2021/062025	LEARNING FROM BIOLOGICAL SYSTEMS HOW TO REGULARIZE  MACHINE-LEARNING	BAYLOR COLLEGE OF MEDICINE
WO/2021/062029	JOINT PRUNING AND QUANTIZATION SCHEME FOR DEEP NEURAL NETWORKS	QUALCOMM INCORPORATED
WO/2021/062034	SYSTEM FOR PERSONALIZED RECOMMENDATIONS	SHAG ENTERPRISES, INC.
WO/2021/062050	ICOSPHERICAL GAUGE CONVOLUTIONAL NEURAL NETWORK	QUALCOMM INCORPORATED
WO/2021/062052	LEARNING WEIGHTED-AVERAGE NEIGHBOR EMBEDDINGS	NEC LABORATORIES AMERICA, INC.
WO/2021/062105	TRAINING NEURAL NETWORKS TO GENERATE STRUCTURED EMBEDDINGS	GOOGLE LLC
WO/2021/062187	USE OF ON-SCREEN CONTENT IDENTIFIERS IN AUTOMATED TOOL CONTROL  SYSTEMS	SNAP-ON INCORPORATED
WO/2021/062219	CLUSTERING DATA USING NEURAL NETWORKS BASED ON NORMALIZED CUTS	GOOGLE LLC
WO/2021/062226	REINFORCEMENT LEARNING WITH CENTRALIZED INFERENCE AND TRAINING	GOOGLE LLC
WO/2021/062249	SYSTEM AND METHOD FOR IMPROVED STRUCTURAL DISCOVERY AND  REPRESENTATION LEARNING OF MULTI-AGENT DATA	STATS LLC
WO/2021/076303	SYSTEM AND METHOD FOR DETERMINING BEST PRACTICES FOR THIRD  PARTIES ACCESSING A HEALTH CARE NETWORK	PATIENTORY, INC.
WO/2021/062293	AUGMENTING REALITY BY CAPTURING SIGNALS USING WIRELESS RADIOS	NOODLE TECHNOLOGY INC.
WO/2021/062310	UTILIZING A USER'S HEALTH DATA STORED OVER A HEALTH CARE  NETWORK FOR DISEASE PREVENTION	PATIENTORY, INC.
WO/2021/062331	Computer Systems and Methods for Computing the Ground State of  a Fermi-Hubbard Hamiltonian	ZAPATA COMPUTING, INC.
WO/2021/062357	GENERATING MIXED STATES AND FINITE-TEMPERATURE EQUILIBRIUM  STATES OF QUANTUM SYSTEMS	X DEVELOPMENT LLC
WO/2021/080744	ROBOTIC SYSTEM SIMULATION ENGINE	DEXTERITY, INC.
WO/2021/067221	AUTOMATED MACHINE LEARNING PIPELINE EXPLORATION AND DEPLOYMENT	AMAZON TECHNOLOGIES, INC.
WO/2021/067230	FIELD PROGRAMMABLE GATE ARRAY ARCHITECTURE OPTIMIZED FOR  MACHINE LEARNING APPLICATIONS	BOARD OF REGENTS, THE UNIVERSITY OF TEXAS SYSTEM
WO/2021/067245	SYSTEM AND METHOD FOR UNIFIED MULTI-CHANNEL MESSAGING WITH  BLOCK-BASED DATASTORE	PAYPAL, INC.
WO/2021/091633	EVALUATING EFFECT OF EVENT ON CONDITION USING PROPENSITY  SCORING	TEMPUS LABS, INC.
WO/2021/067358	OPTIMIZING RESERVOIR COMPUTERS FOR HARDWARE IMPLEMENTATION	OHIO STATE INNOVATION FOUNDATION
WO/2021/071711	METHOD FOR UNCERTAINTY ESTIMATION IN DEEP NEURAL NETWORKS	THE UAB RESEARCH FOUNDATION
WO/2021/067376	ACCELERATED EMBEDDING LAYER COMPUTATIONS	GOOGLE LLC
WO/2021/067385	DEBUGGING AND PROFILING OF MACHINE LEARNING MODEL TRAINING	AMAZON TECHNOLOGIES, INC.
WO/2021/067399	SYSTEMS AND METHODS FOR SCREENING COMPOUNDS IN SILICO	ATOMWISE INC.
WO/2021/230904	METHODS AND SYSTEMS FOR EVERGREEN LINK GENERATION AND  PROCESSING	OKANJO PARTNERS, INC.
WO/2021/067464	JOINT DYNAMIC CAUSAL MODELING AND BIOPHYSICS MODELING TO  ENABLE MULTI-SCALE BRAIN NETWORK FUNCTION MODELING	LEE, Jin Hyung
WO/2021/076333	INTELLIGENT CONTROLLER AND SENSOR NETWORK BUS, SYSTEM AND  METHOD INCLUDING SMART COMPLIANT ACTUATOR MODULE	VULCAN TECHNOLOGIES SHANGHAI CO., LTD.
WO/2021/262213	SYSTEM AND METHOD FOR USING ARTIFICIAL INTELLIGENCE TO  DETERMINE A PROBABILITY OF OCCURRENCE OF A SUBSEQUENT INCIDENT	PETREY JR., William Holloway
WO/2021/067621	EMAIL TRACKING	CITRIX SYSTEMS, INC.
WO/2021/067666	GENERATING ERROR-RESISTANT QUANTUM CONTROL PULSES FROM  GEOMETRICAL CURVES	VIRGINIA TECH INTELLECTUAL PROPERTIES INC.
WO/2021/071756	COLOR PREDICTOR AND RECOMMENDER	NOTCO DELAWARE, LLC
WO/2021/067835	SYSTEM AND METHOD FOR EMAIL ADDRESS SELECTION	LIVERAMP, INC.
WO/2021/067840	CONNECTING OVER THE AIR RADIO TRANSMISSION CONTENT TO DIGITAL  DEVICES	DIDDEE, Sudhir
WO/2021/071772	MULTI-AGENT SIMULATIONS	WAYMO LLC
WO/2021/067939	MACHINE LEARNING SYSTEMS AND METHODS FOR PREDICTIVE ENGAGEMENT	JOB MARKET MAKER, LLC
WO/2021/067957	PREPARING AND CONVERTING GOTTESMAN-KITAEV-PRESKILL STATES	X DEVELOPMENT LLC
WO/2021/067960	QUANTUM ANALOG-DIGITAL INTERCONVERSION FOR ENCODING AND  DECODING QUANTUM SIGNALS	X DEVELOPMENT LLC
WO/2021/133453	AUTONOMOUS BEHAVIOR GENERATION WITH HIERARCHICAL REINFORCEMENT  LEARNING	HRL LABORATORIES, LLC
WO/2021/080776	FAULT TOLERANT QUANTUM ERROR CORRECTION WITH LINEAR CODES	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/072060	METHOD AND SYSTEM FOR EXECUTING NEURAL NETWORK	ALIBABA GROUP HOLDING LIMITED
WO/2021/072125	GEOMETRIC PARADIGM FOR NONLINEAR MODELING AND CONTROL OF  NEURAL DYNAMICS	UNIVERSITY OF SOUTHERN CALIFORNIA
WO/2021/133458	SYSTEMS AND METHODS FOR UNSUPERVISED CONTINUAL LEARNING	HRL LABORATORIES, LLC
WO/2021/080789	NONUNIFORM DISCRETIZATION OF QUANTUM COMPUTING DEVICE MODEL	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/072221	QUANTUM COMPUTING BASED HYBRID SOLUTION STRATEGIES FOR  LARGE-SCALE DISCRETE-CONTINUOUS OPTIMIZATION PROBLEMS	CORNELL UNIVERSITY
WO/2021/072321	SYSTEMS AND METHODS FOR GENERATING KNOWLEDGE GRAPHS AND TEXT  SUMMARIES FROM DOCUMENT DATABASES	THE BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY
WO/2021/072338	LEARNED THRESHOLD PRUNING FOR DEEP NEURAL NETWORKS	QUALCOMM INCORPORATED
WO/2021/072383	DOCUMENT TRACKING THROUGH VERSION HASH LINKED GRAPHS	AUTODESK, INC.
WO/2021/080809	AUTOMATIC QUANTUM PROGRAM OPTIMIZATION USING  ADJOINT-VIA-CONJUGATION ANNOTATIONS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/096625	USING SELECTED FREQUENCY DOMAIN COMPONENTS OF IMAGE DATA IN  ARTIFICIAL INTELLIGENCE TASKS	ALIBABA GROUP HOLDING LIMITED
WO/2021/076491	Al GUIDED SPECTRUM OPERATIONS	PARSONS CORPORATION
WO/2021/076591	SYSTEMS AND METHODS FOR PREDICTION OF USER AFFECT WITHIN SAAS  APPLICATIONS	ELSEVIER, INC.
WO/2021/076606	CONCEPTUAL, CONTEXTUAL, AND SEMANTIC-BASED RESEARCH SYSTEM AND  METHOD	STACKS LLC
WO/2021/076651	GRAPH DECOMPOSITION FOR FRAUDULENT TRANSACTION ANALYSIS	FEEDZAI-CONSULTADORIA E INOVACAO TECHNOLOGICA, S.A.
WO/2021/076661	SYSTEMS, METHODS, SOFTWARE, AND PLATFORMS FOR CLINICAL  DECISION SUPPORT	TRIAJ, INC.
WO/2021/076729	IMPROVED SEARCH ENGINE USING JOINT LEARNING FOR MULTI-LABEL  CLASSIFICATION	HOME DEPOT INTERNATIONAL, INC.
WO/2021/141650	METHODS AND APPARATUSES FOR DYNAMIC ADAPTIVE STREAMING OVER  HTTP	TENCENT AMERICA LLC
WO/2021/076772	CROSS BATCH NORMALIZATION	ZOOX, INC.
WO/2021/158267	COMPUTATIONAL GRAPH OPTIMIZATION	GOOGLE LLC
WO/2021/247066	SERVER EFFICIENT ENHANCEMENT OF PRIVACY IN FEDERATED LEARNING	GOOGLE LLC
WO/2021/076878	DATA CACHE MECHANISM THROUGH DUAL SIM PHONE	CHARTER COMMUNICATIONS OPERATING, LLC
WO/2021/076913	SECURE DATA PROCESSING	VIA SCIENCE, INC.
WO/2021/076943	MACHINE LEARNING VARIABLE SELECTION AND ROOT CAUSE DISCOVERY  BY CUMULATIVE PREDICTION	PDF SOLUTIONS, INC.
WO/2021/080873	STRUCTURED PRUNING FOR MACHINE LEARNING MODEL	ALIBABA GROUP HOLDING LIMITED
WO/2021/080877	SYSTEM AND METHOD FOR A CLINIC VIEWER GENERATED USING  ARTIFICIAL-INTELLIGENCE	HEALTHPOINTE SOLUTIONS, INC.
WO/2021/096641	RECURRENT NEURAL NETWORKS AND SYSTEMS FOR DECODING ENCODED  DATA	MICRON TECHNOLOGY, INC.
WO/2021/077035	ALGORITHMIC SUGGESTIONS BASED ON A UNIVERSAL DATA SCAFFOLD	TAYLOR, Brian Samuel
WO/2021/077062	LOGICAL QUBIT ENCODING SURFACE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/091681	ADVERSARIAL TRAINING OF MACHINE LEARNING MODELS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/077097	SYSTEMS AND METHODS FOR TRAINING GENERATIVE MODELS USING  SUMMARY STATISTICS AND OTHER CONSTRAINTS	UNLEARN.AI, INC.
WO/2021/080986	SYSTEMS AND METHODS FOR PROBING VIRTUAL, WEB AND SAAS  APPLICATIONS	CITRIX SYSTEMS, INC.
WO/2021/081008	SHOE AUTHENTICATION DEVICE AND AUTHENTICATION PROCESS	ENTRUPY INC.
WO/2021/086705	QUERY PROCESSING WITH MACHINE LEARNING	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/081180	METHOD AND SYSTEM FOR QUERY TRAINING	VICARIOUS FPC, INC.
WO/2021/178009	METHOD FOR PROVING OR IDENTIFYING COUNTER-EXAMPLES IN NEURAL  NETWORKS SYSTEMS THAT PROCESS POINT CLOUD DATA	HRL LABORATORIES, LLC
WO/2021/081370	SYSTEM AND METHOD FOR PROCESSING HUMAN RELATED DATA INCLUDING  PHYSIOLOGICAL SIGNALS TO MAKE CONTEXT AWARE DECISIONS WITH DISTRIBUTED  MACHINE LEARNING AT EDGE AND CLOUD	WISE IOT SOLUTIONS
WO/2021/081386	METHOD AND SYSTEM FOR ITEM IDENTIFICATION	MASHGIN, INC.
WO/2021/150282	SELECTION OF VIDEO FRAMES USING A MACHINE LEARNING PREDICTOR	GRACENOTE, INC.
WO/2021/086777	DEVICES, SYSTEMS, AND METHODS FOR AGGREGATING PLURALITY OF  INDEPENDENT PREDICTIVE MODELS TO PREDICT LOCATION OF MINERAL DEPOSITS	UNEARTHED SOLUTIONS PTY LTD
WO/2021/118697	PROCESS TO LEARN NEW IMAGE CLASSES WITHOUT LABELS	HRL LABORATORIES, LLC
WO/2021/086812	DISTRIBUTED NEURAL NETWORK PROCESSING ON AN INTELLIGENT IMAGE  SENSOR STACK	MICRON TECHNOLOGY, INC.
WO/2021/086861	QUANTIZED ARCHITECTURE SEARCH FOR MACHINE LEARNING MODELS	LIGHTMATTER, INC.
WO/2021/091728	ARTIFICIAL REALITY SYSTEM USING A MULTISURFACE DISPLAY  PROTOCOL TO COMMUNICATE SURFACE DATA	FACEBOOK TECHNOLOGIES, LLC
WO/2021/086870	SYSTEMS AND METHODS FOR PREDICTING AND PROVIDING AUTOMATED  ONLINE CHAT ASSISTANCE	PAYPAL, INC.
WO/2021/086988	IMAGE AND INFORMATION EXTRACTION TO MAKE DECISIONS USING  CURATED MEDICAL KNOWLEDGE	HEALTHPOINTE SOLUTIONS, INC.
WO/2021/087137	SYSTEMS AND METHODS FOR PROCUREMENT COST FORECASTING	COMPLETE INTELLIGENCE TECHNOLOGIES, INC.
WO/2021/087148	SYSTEM AND METHOD FOR AN ADMINISTRATOR VIEWER USING ARTIFICIAL  INTELLIGENCE	HEALTHPOINTE SOLUTIONS, INC.
WO/2021/087206	HYBRID QUANTUM-CLASSICAL COMPUTER SYSTEM FOR  PARAMETER-EFFICIENT CIRCUIT TRAINING	ZAPATA COMPUTING, INC.
WO/2021/087214	SYSTEM AND METHOD FOR CLASSIFYING IMAGE DATA	BOOZ ALLEN HAMILTON INC.
WO/2021/091781	PROCESSOR AND SYSTEM TO IDENTIFY OUT-OF-DISTRIBUTION INPUT  DATA IN NEURAL NETWORKS	NVIDIA CORPORATION
WO/2021/087242	TRAINING TRAJECTORY SCORING NEURAL NETWORKS TO ACCURATELY  ASSIGN SCORES	WAYMO LLC
WO/2021/087253	TRACKING SEQUENCES OF EVENTS	SCENERA, INC.
WO/2021/108082	MACHINE-LEARNING ARCHITECTURES FOR BROADCAST AND MULTICAST  COMMUNICATIONS	GOOGLE LLC
WO/2021/087443	INTERNET OF THINGS SECURITY ANALYTICS AND SOLUTIONS WITH DEEP  LEARNING	BOARD OF REGENTS, THE UNIVERSITY OF TEXAS SYSTEM
WO/2021/091847	TECHNOLOGIES FOR USING MACHINE LEARNING TO DETERMINE PRODUCT  CERTIFICATION ELIGIBILITY	UL LLC
WO/2021/096739	SELF-SUPERVISED SEQUENTIAL VARIATIONAL AUTOENCODER FOR  DISENTANGLED DATA GENERATION	NEC LABORATORIES AMERICA, INC.
WO/2021/126386	ISOLATED FAULT DECODER	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/092057	ARTIFICIAL INTELLIGENCE ENABLED CONTROL OF HEMODYNAMICS IN  SURGERY PATIENTS	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
WO/2021/092092	TWO-SERVER PRIVACY-PRESERVING CLUSTERING	VISA INTERNATIONAL SERVICE ASSOCIATION
WO/2021/126388	CONTROLLABLE GROUNDED TEXT GENERATION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/126389	TRAINING MODEL WITH MODEL-PROVIDED CANDIDATE ACTION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/092183	SYSTEM & METHOD FOR HANDBAG AUTHENTICATION	FASHIONPHILE GROUP, LLC
WO/2021/092233	SYSTEM AND METHOD USING MULTILAYER QUBIT LATTICE ARRAYS FOR  QUANTUM COMPUTING	CENTAURI, LLC
WO/2021/092269	SYSTEM AND METHOD FOR VIRTUAL AND AUGMENTED REALITY EMPLOYING  WORKGROUP PODS	REPROGRAPHIC PRODUCTS GROUP INC
WO/2021/092351	QUANTUM COMPUTER SYSTEM AND METHOD FOR PARTIAL DIFFERENTIAL  EQUATION-CONSTRAINED OPTIMIZATION	ZAPATA COMPUTING, INC.
WO/2021/092448	MANAGING SHARED APPLICATIONS AT THE EDGE OF A CONTENT DELIVERY  NETWORK	FASTLY, INC.
WO/2021/096817	MULTI-TASK LEARNING FOR SEMANTIC AND/OR DEPTH AWARE INSTANCE  SEGMENTATION	ZOOX, INC.
WO/2021/108122	HIERARCHICAL PARTITIONING OF OPERATORS	AMAZON TECHNOLOGIES, INC.
WO/2021/096891	SECURE DATA ORCHESTRATOR FOR IOT NETWORKS	SCHNEIDER ELECTRIC USA, INC.
WO/2021/113044	AUTONOMOUS CLOUD-NODE SCOPING FRAMEWORK FOR BIG-DATA MACHINE  LEARNING USE CASES	ORACLE INTERNATIONAL CORPORATION
WO/2021/097097	SYSTEM AND METHOD FOR AUTOMATED PATIENT INTERACTION	98POINT6 INC.
WO/2021/126427	MANAGEMENT OF INDEXED DATA TO IMPROVE CONTENT RETRIEVAL  PROCESSING	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/101811	LATENCY COMPENSATION USING MACHINE-LEARNED PREDICTION OF USER  INPUT	VALVE CORPORATION
WO/2021/097309	SYSTEM AND METHOD FOR TRANSLATING MEDICAL LABORATORY DATA INTO  ACTIONABLE INFORMATION	RHODES GROUP, INC.
WO/2021/097328	CUSTOMIZABLE COMMUNICATIONS PLATFORM	GENEVA TECHNOLOGIES, INC.
WO/2021/097359	PERMUTATION INVARIANT CONVOLUTION (PIC) FOR RECOGNIZING  LONG-RANGE ACTIVITIES	QUALCOMM TECHNOLOGIES, INC.
WO/2021/101816	INTERACTIVE AND PERSONALIZED TICKET RECOMMENDATION	STUBHUB, INC.
WO/2021/097389	MODEL OF FAST-SPIKING NEURONS REGULATING NEURAL NETWORKS	MACKENZIE, Patricia
WO/2021/113063	MEASUREMENT RECIPE OPTIMIZATION BASED ON PROBABILISTIC DOMAIN  KNOWLEDGE AND PHYSICAL REALIZATION	KLA CORPORATION
WO/2021/097393	SYSTEMS AND METHODS FOR MACHINE LEARNING APPROACHES TO  MANAGEMENT OF HEALTHCARE POPULATIONS	GEISINGER CLINIC
WO/2021/167659	SYSTEMS AND METHODS OF MONITORING AND CONTROLLING REMOTE  ASSETS	TRIDEUM CORPORATION
WO/2021/097398	CONDITIONAL COMPUTATION FOR CONTINUAL LEARNING	QUALCOMM INCORPORATED
WO/2021/101829	REDUCING ERRORS WITH CIRCUIT GAUGE SELECTION	GOOGLE LLC
WO/2021/101833	METHODS AND SYSTEMS FOR REMOTE ANALYSIS OF MEDICAL IMAGE  RECORDS	FUJIFILM MEDICAL SYSTEMS U.S.A., INC.
WO/2021/097426	SYSTEMS AND METHODS FOR TRAINING NEURAL NETWORKS ON A CLOUD  SERVER USING SENSORY DATA COLLECTED BY ROBOTS	BRAIN CORPORATION
WO/2021/097431	SPATIO-TEMPORAL-INTERACTIVE NETWORKS	WAYMO LLC
WO/2021/097440	PHASE SELECTIVE CONVOLUTION WITH DYNAMIC WEIGHT SELECTION	QUALCOMM INCORPORATED
WO/2021/097442	GUIDED TRAINING OF MACHINE LEARNING MODELS WITH CONVOLUTION  LAYER FEATURE DATA FUSION	QUALCOMM INCORPORATED
WO/2021/097457	BATCH SOFTMAX FOR 0-LABEL AND MULTILABEL CLASSIFICATION	QUALCOMM INCORPORATED
WO/2021/108167	TECHNIQUES FOR QUANTIFYING BEHIND-THE-METER SOLAR POWER  GENERATION	ITRON, INC.
WO/2021/178011	A NEURAL NETWORK ARCHITECTURE FOR SMALL LIDAR PROCESSING  NETWORKS FOR SLOPE ESTIMATION AND GROUND PLANE SEGMENTATION	HRL LABORATORIES, LLC
WO/2021/101961	PRE-TRIP INSPECTION PREDICTION AND PRI REDUCTION SYSTEMS,  PROCESSES AND METHODS OF USE	OOCL (INFOTECH) HOLDINGS LIMITED
WO/2021/102024	METHODS, SYSTEMS, AND MEDIA FOR INITIATING AND MONITORING  INSTANCES OF WORKFLOWS	SIDEWALK LABS LLC
WO/2021/102064	FAST, DEEP LEARNING BASED, EVALUATION OF PHYSICAL PARAMETERS  IN THE SUBSURFACE	BELMONT TECHNOLOGY INC.
WO/2021/102321	QUANTUM CONTROL BY MODULATING TUNABLE DEVICES IN A  SUPERCONDUCTING CIRCUIT	RIGETTI & CO., INC.
WO/2021/102344	QUANTUM ALGORITHM AND DESIGN FOR A QUANTUM CIRCUIT  ARCHITECTURE TO SIMULATE INTERACTING FERMIONS	ZAPATA COMPUTING, INC.
WO/2021/113104	METHODS AND SYSTEMS FOR PREDICTING A PRICE OF ANY  SUBTRACTIVELY MANUFACTURED PART UTILIZING ARTIFICIAL INTELLIGENCE AT A  COMPUTING DEVICE	PROTOLABS, INC.
WO/2021/133499	SYSTEMS AND METHODS FOR ACCELERATED NEURAL-NETWORK CONVOLUTION  AND TRAINING	RAMBUS INC.
WO/2021/108407	REQUIREMENTS DECOMPOSITION FOR ENGINEERING APPLICATIONS	CHEVRON U.S.A. INC.
WO/2021/137977	DISTRIBUTED PROCESSING ARCHITECTURE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/126500	PROCESSING MULTI-HORIZON FORECASTS FOR TIME SERIES DATA	GOOGLE LLC
WO/2021/108510	QUANTUM COMPUTING SERVICE SUPPORTING MULTIPLE QUANTUM  COMPUTING TECHNOLOGIES	AMAZON TECHNOLOGIES, INC.
WO/2021/108553	SYSTEMS AND METHODS FOR AUTOMATIC MODEL GENERATION	ZEST FINANCE, INC.
WO/2021/108559	LOADING OPERANDS AND OUTPUTTING RESULTS FROM A  MULTI-DIMENSIONAL ARRAY USING ONLY A SINGLE SIDE	GROQ, INC.
WO/2021/108586	SYSTEMS AND METHODS FOR GENERATION MODEL OUTPUT EXPLANATION  INFORMATION	ZESTFINANCE, INC.
WO/2021/108732	EFFICIENT TRAINING AND ACCURACY IMPROVEMENT OF IMAGING BASED  ASSAY	ESSENLIX CORPORATION
WO/2021/137984	DISTRIBUTED PROCESSING ARCHITECTURE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/158275	HYPER-GRAPH NETWORK DECODERS FOR ALGEBRAIC BLOCK CODES	FACEBOOK, INC.
WO/2021/201920	NETWORK-BASED MEDIA PROCESSING (NBMP) WORKFLOW MANAGEMENT  THROUGH 5G FRAMEWORK FOR LIVE UPLINK STREAMING (FLUS) CONTROL	TENCENT AMERICA LLC
WO/2021/113182	METHOD AND SYSTEM FOR ADMINISTERING AND FINANCING INVESTMENT  CONTRACTS AND INSTRUMENTS	STENSRUD, Lorry, James
WO/2021/173201	VECTOR REDUCTIONS USING SHARED SCRATCHPAD MEMORY	GOOGLE LLC
WO/2021/126507	FAST REALIZATIONS FROM GEOSTATISTICAL SIMULATIONS	C TECH DEVELOPMENT CORPORATION
WO/2021/126512	COOPERATIVE USE OF A GENETIC ALGORITHM AND AN OPTIMIZATION  TRAINER FOR AUTOENCODER GENERATION	SPARKCOGNITION, INC.
WO/2021/113298	SERIALIZED NEURAL NETWORK COMPUTING UNIT	ANAFLASH INC.
WO/2021/113373	SYSTEMS AND METHODS OF TRAINING PROCESSING ENGINES	DOC.AI, INC.
WO/2021/118849	SHADOW COMPUTATIONS IN BASE STATIONS	MICRON TECHNOLOGY, INC.
WO/2021/118867	DENOISING QUBIT CALIBRATION DATA WITH DEEP LEARNING	GOOGLE LLC
WO/2021/137997	MACHINE LEARNING MODELS BASED ON ALTERED DATA AND SYSTEMS AND  METHODS FOR TRAINING AND USING THE SAME	MICRON TECHNOLOGY, INC.
WO/2021/126591	METHOD FOR PHYSICAL SYSTEM ANOMALY DETECTION	TIGNIS, INC.
WO/2021/119010	METHOD AND APPARATUS FOR IMPLEMENTING A ROLE-BASED ACCESS  CONTROL CLUSTERING MACHINE LEARNING MODEL EXECUTION MODULE	JPMORGAN CHASE BANK, N.A.
WO/2021/206761	A DEEP REINFORCEMENT LEARNING METHOD FOR GENERATION OF  ENVIRONMENTAL FEATURES FOR VULNERABILITY ANALYSIS AND IMPROVED PERFORMANCE OF  COMPUTER VISION SYSTEMS	HRL LABORATORIES, LLC
WO/2021/119074	CONTROLLED TEXT GENERATION WITH SUPERVISED REPRESENTATION  DISENTANGLEMENT AND MUTUAL INFORMATION MINIMIZATION	NEC LABORATORIES AMERICA, INC.
WO/2021/119082	CONTEXTUAL TEXT GENERATION FOR QUESTION ANSWERING AND TEXT  SUMMARIZATION WITH SUPERVISED REPRESENTATION DISENTANGLEMENT AND MUTUAL  INFORMATION MINIMIZATION	NEC LABORATORIES AMERICA, INC.
WO/2021/119087	MACHINE LEARNING MONITORING SYSTEMS AND METHODS	ARTHUR AI, INC.
WO/2021/119187	METHOD AND APPARATUS FOR OPTICAL ENCRYPTION COMMUNICATION  USING A MULTITUDE OF HARDWARE CONFIGURATIONS	WINKK, INC.
WO/2021/141716	RESOURCE USAGE PREDICTION FOR DEEP LEARNING MODEL	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/119282	HYPER-OPINION CLASSIFICATION USING A NEURAL NETWORK	RAYTHEON COMPANY
WO/2021/126664	EXTRACTING EXPLANATIONS FROM SUPPORTING EVIDENCE	NEC LABORATORIES AMERICA, INC.
WO/2021/119300	SPECTRAL ANALYSIS, MACHINE LEARNING, AND FRAC SCORE ASSIGNMENT  TO ACOUSTIC SIGNATURES OF FRACKING EVENTS	ORIGIN ROSE LLC
WO/2021/178018	ASYNCHRONOUS TASK EXECUTION FOR NEURAL PROCESSOR CIRCUIT	APPLE INC
WO/2021/138020	SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE ENHANCEMENTS  IN AUTOMATED CONVERSATIONS	CONVERSICA, INC.
WO/2021/119365	SYSTEMS AND METHODS FOR ENCRYPTING DATA AND ALGORITHMS	TRIPLEBLIND, INC.
WO/2021/145984	SYSTEMS AND METHODS FOR DISTRIBUTED INCIDENT CLASSIFICATION  AND ROUTING	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/126706	POWER EFFICIENT NEAR MEMORY ANALOG MULTIPLY-AND-ACCUMULATE  (MAC)	QUALCOMM INCORPORATED
WO/2021/141726	RADIOACTIVE DATA GENERATION	FACEBOOK TECHNOLOGIES, LLC
WO/2021/119586	ERROR-CORRECTION AND EXTRACTION IN REQUEST DIALOGS	INTERACTIVE-AI, LLC
WO/2021/133581	SYSTEM AND METHOD FOR VISUALIZING AND NAVIGATING NETWORK DATA	GARVEY, Robert Brennan
WO/2021/126773	SYSTEMS AND METHODS OF HYBRID ALGORITHMS FOR SOLVING DISCRETE  QUADRATIC MODELS	D-WAVE SYSTEMS INC.
WO/2021/119601	FEDERATED MIXTURE MODELS	QUALCOMM TECHNOLOGIES, INC.
WO/2021/146007	USING COMPILER OPTIMIZATION TO ENABLE AUTOMATIC GENERATION OF  COMBINATIONAL CIRCUITS FROM HIGH-LEVEL PROGRAMS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/162779	MULTI-STREAM RECURRENT NEURAL NETWORK TRANSDUCER(S)	GOOGLE LLC
WO/2021/126875	SYSTEMS AND METHODS FOR TUNING CAPACITANCE OF QUBITS	D-WAVE SYSTEMS INC.
WO/2021/126883	API FOR RECURRENT NEURAL NETWORKS	NVIDIA CORPORATION
WO/2021/154412	RAPID ADJUSTMENT EVALUATION FOR SLOW-SCORING MACHINE LEARNING  MODELS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/126907	NEURAL NETWORK CONFIGURATION FOR WIRELESS COMMUNICATION SYSTEM  ASSISTANCE	QUALCOMM INCORPORATED
WO/2021/150327	SYSTEMS AND METHODS FOR ERROR RECOVERY	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/127225	METHODS AND SYSTEMS FOR DEFINING EMOTIONAL MACHINES	SONY INTERACTIVE ENTERTAINMENT LLC
WO/2021/127239	SYSTEM FOR INTEGRATING DATA FOR CLINICAL DECISIONS	ILLUMESENSE INC.
WO/2021/138082	TRAINING ARTIFICIAL NEURAL NETWORKS BASED ON SYNAPTIC  CONNECTIVITY GRAPHS	X DEVELOPMENT LLC
WO/2021/138083	NEURAL ARCHITECTURE SEARCH BASED ON SYNAPTIC CONNECTIVITY  GRAPHS	X DEVELOPMENT LLC
WO/2021/138085	PREDICTING NEURON TYPES BASED ON SYNAPTIC CONNECTIVITY GRAPHS	X DEVELOPMENT LLC
WO/2021/127408	COMPRESSION OF DATA STREAM	VID SCALE, INC.
WO/2021/133669	METHODS AND SYSTEMS FOR DIAGNOSIS OF MYALGIC  ENCEPHALOMYELITIS/CHRONIC FATIGUE SYNDROME (ME/CFS) FROM IMMUNE MARKERS	THE JACKSON LABORATORY
WO/2021/127507	VEHICLE INTENT PREDICTION NEURAL NETWORK	WAYMO LLC
WO/2021/127513	SELF-OPTIMIZING LABELING PLATFORM	ALEGION, INC.
WO/2021/138091	RESERVOIR COMPUTING NEURAL NETWORKS BASED ON SYNAPTIC  CONNECTIVITY GRAPHS	X DEVELOPMENT LLC
WO/2021/138092	ARTIFICIAL NEURAL NETWORK ARCHITECTURES BASED ON SYNAPTIC  CONNECTIVITY GRAPHS	X DEVELOPMENT LLC
WO/2021/127593	CLAIM ANALYSIS WITH DEEP LEARNING	ALPHA HEALTH INC.
WO/2021/127638	PROCESSING UNIT, PROCESSOR CORE, NEURAL NETWORK TRAINING  MACHINE, AND METHOD	ALIBABA GROUP HOLDING LIMITED
WO/2021/127660	MACHINE AND DEEP LEARNING PROCESS MODELING OF PERFORMANCE AND  BEHAVIORAL DATA	APTOLOGY, INC.
WO/2021/194591	NEURAL FUNCTIONAL LOCALIZATION USING SYNAPTIC CONNECTIVITY  GRAPHS	X DEVELOPMENT LLC
WO/2021/133826	NEUROMORPHIC MEMORY DEVICE AND METHOD	MICRON TECHNOLOGY, INC.
WO/2021/154429	SIAMESE NEURAL NETWORKS FOR FLAGGING TRAINING DATA IN  TEXT-BASED MACHINE LEARNING	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/133954	SYSTEMS AND METHODS FOR ANALYZING TWO-DIMENSIONAL AND  THREE-DIMENSIONAL IMAGE DATA	DEEPHEALTH, INC.
WO/2021/134019	CONSTRAINTS ON CODING OF LAYERED VIDEO	BYTEDANCE INC.
WO/2021/134031	SYSTEMS AND METHODS FOR DEPTH ESTIMATION	GOOGLE LLC
WO/2021/158313	SYSTEMS AND METHODS FOR DISTRIBUTED LEARNING FOR WIRELESS EDGE  DYNAMICS	INTEL CORPORATION
WO/2021/134058	SYSTEM AND METHOD OF TRAFFIC-BASED CLASSIFICATION OF IOT  DEVICES AND DYNAMIC ALLOCATION OF LINK RESOURCES TO IOT DEVICES	HUGHES NETWORK SYSTEMS, LLC
WO/2021/138238	SYSTEM AND METHOD FOR IDENTIFYING COMPARABLES	KPMG LLP
WO/2021/138316	GENERATION OF TRAINING DATA FOR VERBAL HARASSMENT DETECTION	BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD.
WO/2021/262238	CONTROLLABLE, NATURAL PARALINGUISTICS FOR TEXT TO SPEECH  SYNTHESIS	SRI INTERNATIONAL
WO/2021/138426	SECURE DECENTRALIZED CONTROL OF NETWORK ACCESS TO AI MODELS  AND DATA	DOGWOOD LOGIC, INC.
WO/2021/138548	METHODS, SYSTEMS, AND TOOLS FOR LONGEVITY-RELATED APPLICATIONS	SPRING DISCOVERY, INC.
WO/2021/178037	SCALABLE NEUTRAL ATOM BASED QUANTUM COMPUTING	ATOM COMPUTING INC.
WO/2021/178038	SCALABLE NEUTRAL ATOM BASED QUANTUM COMPUTING	ATOM COMPUTING INC.
WO/2021/046569	PERFORMING PROCESSING-IN-MEMORY OPERATIONS RELATED TO SPIKING  EVENTS, AND RELATED METHODS, SYSTEMS AND DEVICES	MICRON TECHNOLOGY, INC.
WO/2021/072430	COMPUTING AND COMMUNICATION SYSTEMS AND METHODS	BREEZEWAY LOGIC LLC
WO/2021/108807	SYSTEMS AND METHODS FOR CONSTRUCTING A THREE-DIMENSIONAL MODEL  FROM TWO-DIMENSIONAL IMAGES	SMILEDIRECTCLUB LLC
WO/2021/178042	QUBIT CIRCUITS WITH DEEP, IN-SUBSTRATE COMPONENTS	MASSACHUSETTS INSTITUTE OF TECHNOLOGY
WO/2021/138666	ELECTRICAL AND LOGIC ISOLATION FOR SYSTEMS ON A CHIP	TEXAS INSTRUMENTS INCORPORATED
WO/2021/141918	SYSTEM AND METHOD FOR QUANTUM SAMPLING FROM A PROBABILITY  DISTRIBUTION	PRESIDENT AND FELLOWS OF HARVARD COLLEGE
WO/2021/242329	METHOD AND APPARATUS FOR COLLECTIVE MICROPREDICTION	MICROPREDICTIONS LLC
WO/2021/142332	A SYSTEM FOR RAPID INTERACTIVE EXPLORATION OF BIG DATA	TIBCO SOFTWARE INC
WO/2021/142341	AUTONOMOUS CONTROL SYSTEM AND METHOD USING EMBODIED  HOMEOSTATIC FEEDBACK IN AN OPERATING ENVIRONMENT	THOUGHTFORGE INC.
WO/2021/142475	SYSTEMS AND METHODS FOR ANOMALY RECOGNITION AND DETECTION  USING LIFELONG DEEP NEURAL NETWORKS	NEURALA, INC.
WO/2021/142478	A TIME-SENSITIVE TRIGGER FOR A STREAMING DATA ENVIRONMENT	PRENOSIS, INC.
WO/2021/146368	ARTIFICIAL INTELLIGENCE-BASED PLATFORM TO OPTIMIZE SKILL  TRAINING AND PERFORMANCE	THE UNIVERSITY OF TOLEDO
WO/2021/146432	MOLECULE DESIGN	FLAGSHIP PIONEERING INNOVATIONS VI, LLC
WO/2021/146652	SYSTEMS AND METHODS FOR NEURAL NETWORK TRAINING VIA LOCAL  TARGET SIGNAL AUGMENTSATION	SYNTIANT
WO/2021/150468	METHODS AND SYSTEMS FOR RESERVOIR SIMULATION	SCHLUMBERGER TECHNOLOGY CORPORATION
WO/2021/146700	SYSTEMS FOR MULTICLASS OBJECT DETECTION AND ALERTING AND  METHODS THEREFOR	PERCIPIENT.AI INC.
WO/2021/154539	OILFIELD DATA FILE CLASSIFICATION AND INFORMATION PROCESSING  SYSTEMS	SCHLUMBERGER TECHNOLOGY CORPORATION
WO/2021/167733	SYSTEM AND METHOD FOR IMPROVING MACHINE LEARNING MODELS BY  DETECTING AND REMOVING INACCURATE TRAINING DATA	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/178059	MEASUREMENT-ONLY MAJORANA-BASED SURFACE CODE ARCHITECTURE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/178060	PRE-SCREENING AND TUNING HETEROJUNCTIONS FOR TOPOLOGICAL  QUANTUM COMPUTER	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/183215	SYSTEM AND METHOD FOR IMPROVING CONVOLUTIONAL NEURAL  NETWORK-BASED MACHINE LEARNING MODELS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/194615	HARDWARE-ASSISTED GRADIENT OPTIMIZATION USING STREAMED  GRADIENTS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/158369	ASSESSING SEMANTIC SIMILARITY USING A DUAL-ENCODER NEURAL  NETWORK	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/167736	ITERATIVE VECTORING FOR CONSTRUCTING DATA DRIVEN MACHINE  LEARNING MODELS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/154568	CHARACTERIZATION SYSTEM AND METHOD WITH GUIDED DEFECT  DISCOVERY	KLA CORPORATION
WO/2021/150939	DETERMINING VISUALLY SIMILAR PRODUCTS	HOME DEPOT INTERNATIONAL, INC.
WO/2021/150952	DATA FLOW ARCHITECTURE FOR PROCESSING WITH MEMORY COMPUTATION  MODULES	SPERO DEVICES, INC.
WO/2021/150961	SYSTEM AND METHOD FOR LIVE INFORMATION CONSTRUCT AND  INTEGRATED AND COLLABORATION PLATFORM USING THE SAME	TWO SIX LABS
WO/2021/183220	METHOD FOR AMPLITUDE ESTIMATION WITH NOISY INTERMEDIATE-SCALE  QUANTUM COMPUTERS	QC WARE CORP.
WO/2021/151056	COMPUTER-IMPLEMENTED METHODS AND SYSTEMS FOR COMPRESSING  RECURRENT NEURAL NETWORK (RNN) MODELS AND ACCELERATING RNN EXECUTION IN  MOBILE DEVICES TO ACHIEVE REAL-TIME INFERENCE	NORTHEASTERN UNIVERSITY
WO/2021/151098	KERNEL STACKING AND KERNEL PARTIAL SUM ACCUMULATION IN MEMORY  ARRAY FOR NEURAL NETWORK INFERENCE ACCELERATION	RELIANCE MEMORY INC.
WO/2021/154722	METHODS AND SYSTEMS FOR DYNAMICALLY GENERATING A PLURALITY OF  MACHINE LEARNING SYSTEMS DURING PROCESSING OF A USER DATA SET	AKKIO, INC.
WO/2021/154732	SHARED SCRATCHPAD MEMORY WITH PARALLEL LOAD-STORE	GOOGLE LLC
WO/2021/154775	MODULE IDENTIFICATION METHOD FOR EXPANDABLE GATEWAY  APPLICATIONS	VEEA, INC.
WO/2021/158401	DYNAMIC ACCOUNT RISK ASSESSMENT FROM HETEROGENEOUS EVENTS	PINDROP SECURITY, INC.
WO/2021/154838	MODULAR NETWORKS WITH DYNAMIC ROUTING FOR MULTI-TASK RECURRENT  MODULES	NEC LABORATORIES AMERICA, INC.
WO/2021/158409	INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL  AND RESOLUTION-CONTROLLABLE PROTOTYPES	NEC LABORATORIES AMERICA, INC.
WO/2021/167767	LOOK-AHEAD TELEPORTATION FOR RELIABLE COMPUTATION IN  MULTI-SIMD QUANTUM PROCESSOR	ADVANCED MICRO DEVICES, INC.
WO/2021/155074	SYSTEMS AND METHODS RELATING TO EFFECTIVE MANAGEMENT OF FLUID  INFRASTRUCTURE	EMNET, LLC
WO/2021/155105	AUTOMATED PROFILE CLASSIFICATION AND PREDICTION AND METHODS OF  USE THEREOF	RELIANT IMMUNE DIAGNOSTICS, INC.
WO/2021/162874	ARTIFICIAL INTELLIGENCE ENGINE FOR GENERATING CANDIDATE DRUGS	PEPTILOGICS, INC.
WO/2021/155205	METHOD AND APPARATUS OF AUTOMATIC BUSINESS INTELLIGENT  MARKETING CONTENTS/CREATIVES CURATION	LI, Wentong
WO/2021/194631	SYSTEM AND METHOD FOR ENSURING THAT THE RESULTS OF MACHINE  LEARNING MODELS CAN BE AUDITED	ORACLE INTERNATIONAL CORPORATION
WO/2021/155289	FUSION BASED QUANTUM COMPUTING	PSIQUANTUM, CORP.
WO/2021/155329	TRIAL DESIGN PLATFORM	CYTEL INC.
WO/2021/158512	NEURAL NETWORK UNIT	ANAFLASH INC.
WO/2021/158682	MACHINE LEARNING FEATURE ENGINEERING	KASKADA, INC.
WO/2021/158702	ARTIFICIAL INTELLIGENCE SELECTION AND CONFIGURATION	STRONG FORCE TX PORTFOLIO 2018, LLC
WO/2021/167791	BIT STRING ACCUMULATION	MICRON TECHNOLOGY, INC.
WO/2021/167792	DEMOGRAPHIC-AWARE FEDERATED MACHINE LEARNING	OPTUM, INC.
WO/2021/158723	TECHNOLOGIES FOR SECURE PHYSICAL ADDRESS ALIAS MAINTENANCE AND  USAGE	SYNCSOFT, LLC
WO/2021/158737	PREDICTING OUTCOMES VIA MARKETING ASSET ANALYTICS	THE ROCKET SCIENCE GROUP LLC
WO/2021/158771	GENERATING ROLES IN SPORTS THROUGH UNSUPERVISED LEARNING	STATS LLC
WO/2021/162935	DYNAMICALLY PREDICTING SHOT TYPE USING A PERSONALIZED DEEP  NEURAL NETWORK	STATS LLC
WO/2021/158830	ROUNDING MECHANISMS FOR POST-TRAINING QUANTIZATION	QUALCOMM INCORPORATED
WO/2021/173323	SYSTEMS AND METHODS FOR OPTIMIZING WEARABLE ITEM SELECTION IN  ELECTRONIC CLOTHING SUBSCRIPTION PLATFORM	CAASTLE, INC.
WO/2021/162953	HIERARCHICAL MULTI-AGENT IMITATION LEARNING WITH CONTEXTUAL  BANDITS	NEC LABORATORIES AMERICA, INC.
WO/2021/159023	QUERY OPTIMIZATION FOR DEEP CONVOLUTIONAL NEURAL NETWORK  INFERENCES	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
WO/2021/159046	MACHINE LEARNING ALGORITHM SEARCH	GOOGLE LLC
WO/2021/159060	GENERATION OF OPTIMIZED HYPERPARAMETER VALUES FOR APPLICATION  TO MACHINE LEARNING TASKS	GOOGLE LLC
WO/2021/162994	SYSTEM AND METHOD FOR CIRCUMVENTING ADVERTISEMENT BLOCKERS	LYNDON-JAMES, Perry
WO/2021/159099	SEARCHING FOR NORMALIZATION-ACTIVATION LAYER ARCHITECTURES	GOOGLE LLC
WO/2021/159101	FINE-GRAINED STOCHASTIC NEURAL ARCHITECTURE SEARCH	GOOGLE LLC
WO/2021/159103	SEQUENCE MODELING USING IMPUTATION	GOOGLE LLC
WO/2021/206797	RUNTIME QUANTUM-MEMORY MANAGEMENT	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/211192	SPREAD NEURAL NETWORKS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/211193	DUAL-MOMENTUM GRADIENT OPTIMIZATION WITH REDUCED MEMORY  REQUIREMENTS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/159123	MACHINE VISION CONTROL SYSTEM FOR PRECISION AGRICULTURE	STOUT INDUSTRIAL TECHNOLOGY, INC.
WO/2021/206800	DISTRIBUTED NEUROMORPHIC INFRASTRUCTURE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/230932	MAGIC STATE DISTILLATION USING INNER AND OUTER ERROR  CORRECTING CODES	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/163165	SYSTEMS AND METHODS OF GENERATING IMPROVED GRAPHICAL USER  INTERFACES FOR DISTRIBUTED RULE AND WORKFLOW MANAGEMENT	RAPISCAN SYSTEMS, INC.
WO/2021/183256	PHYSICS-GUIDED DEEP MULTIMODAL EMBEDDINGS FOR TASK-SPECIFIC  DATA EXPLOITATION	SRI INTERNATIONAL
WO/2021/163426	SYSTEM AND METHOD FOR ESTABLISHING AN INTERACTIVE  COMMUNICATION SESSION	CAPITAL ONE SERVICES, LLC
WO/2021/163443	NAMED ENTITY RECOGNITION IN SEARCH QUERIES	HOME DEPOT INTERNATIONAL, INC.
WO/2021/163482	SYSTEMS AND METHODS FOR DETECTION AND PREVENTION OF EMERGENCE  OF AGITATION	BIOXCEL THERAPEUTICS, INC.
WO/2021/163487	HYBRID QUANTUM-CLASSICAL ADVERSARIAL GENERATOR	ZAPATA COMPUTING, INC.
WO/2021/163491	EXTRACTION OF RELEVANT SIGNALS FROM SPARSE DATA SETS	QUEST DIAGNOSTICS INVESTMENTS LLC
WO/2021/183260	SYSTEM AND METHOD FOR CONTROL OF HEAVY MACHINERY	DANFOSS A/S
WO/2021/163680	REAL-TIME DNN EXECUTION FRAMEWORK ON MOBILE DEVICES WITH  BLOCK-BASED COLUMN-ROW PRUNING	NORTHEASTERN UNIVERSITY
WO/2021/173401	ETHERNET PACKET PROCESSING IN PROGRAMMABLE INTEGRATED CIRCUIT	ORTHNER, Kent
WO/2021/168019	UNIVERSAL FAST-FLUX CONTROL OF LOW-FREQUENCY QUBITS	THE UNIVERSITY OF CHICAGO
WO/2021/168087	REFACTORING OF STATIC MACHINE-READABLE CODES	THE DTX COMPANY
WO/2021/168096	METHODS AND APPARATUSES FOR RESOURCE-OPTIMIZED FERMIONIC LOCAL  SIMULATION ON QUANTUM COMPUTER FOR QUANTUM CHEMISTRY	IONQ, INC.
WO/2021/173424	METHODS AND SYSTEMS FOR FACILITATING CONTEXT-TO-CALL  COMMUNICATIONS BETWEEN COMMUNICATION POINTS IN MULTIPLE COMMUNICATION MODES	V GROUP INC.
WO/2021/211207	ADVERSARIAL PRETRAINING OF MACHINE LEARNING MODELS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/173432	MANAGING INFORMATION TRANSMISSION FOR WIRELESS COMMUNICATION	QUALCOMM INCORPORATED
WO/2021/168227	SENSOR STORAGE SYSTEM	RAYTHEON COMPANY
WO/2021/127709	DYNAMIC DISC ASSEMBLY	INSTITUTE FOR MUSCULOSKELETAL SCIENCE AND EDUCATION, LTD.
WO/2021/202011	PARTITIONING FOR AN EXECUTION PIPELINE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/178155	ELECTROSURGICAL FORCEPS INCLUDING SENSOR FEEDBACK FACILITATING  TISSUE SEALING AND/OR DETERMINATION OF A COMPLETED SEAL	COVIDIEN LP
WO/2021/168435	AUTOMATED IDENTIFICATION OF TRAINING DATA CANDIDATES FOR  PERCEPTION SYSTEMS	EDGE CASE RESEARCH, INC.
WO/2021/216192	EFFICIENT TRANSFORMER LANGUAGE MODELS WITH DISENTANGLED  ATTENTION AND MULTI-STEP DECODING	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/173572	CHANNEL CONTROLLER FOR SHARED MEMORY ACCESS	SUNRISE MEMORY CORPORATION
WO/2021/173700	AUTOMATED CONTENT TAGGING WITH LATENT DIRICHLET ALLOCATION OF  CONTEXTUAL WORD EMBEDDINGS	PALO ALTO NETWORKS, INC.
WO/2021/173715	METHODS AND SYSTEMS TO TRAIN NEURAL NETWORKS	THE BOARD OF REGENTS OF THE UNIVERSITY OF TEXAS SYSTEM
WO/2021/202017	LIGHTWEIGHT ARTIFICIAL INTELLIGENCE LAYER TO CONTROL THE  TRANSFER OF BIG DATA	MICRON TECHNOLOGY, INC.
WO/2021/178223	CONVERSATION STARTING METHOD	THAKKER, Purvesh
WO/2021/206827	MEMORY FAULT MAP FOR AN ACCELERATED NEURAL NETWORK	MICRON TECHNOLOGY, INC.
WO/2021/174221	AI AUGMENTED DIGITAL PLATFORM AND USER INTERFACE	ARCHER, Andrew, J.
WO/2021/178361	PREDICTING DIE SUSCEPTIBLE TO EARLY LIFETIME FAILURE	PDF SOLUTIONS, INC.
WO/2021/178382	OPTIMIZED BLOCK ENCODING OF LOW-RANK FERMION HAMILTONIANS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/242344	SEPARABLE-STATE SIMULATION OF QUANTUM PROGRAM CODE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/252035	EXECUTION OF N-QUBIT QUANTUM GATES	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/188293	METHOD TO OVERLOAD HARDWARE PIN FOR IMPROVED SYSTEM MANAGEMENT	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/183344	COMPUTATIONAL TEMPORAL LOGIC FOR SUPERCONDUCTING LOGIC CIRCUIT  DESIGN	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
WO/2021/178562	CONTROLLING A TUNABLE FLOATING COUPLER DEVICE IN A  SUPERCONDUCTING QUANTUM PROCESSING UNIT	RIGETTI & CO., INC.
WO/2021/178649	AN ALGORITHMIC LEARNING ENGINE FOR DYNAMICALLY GENERATING  PREDICTIVE ANALYTICS FROM HIGH VOLUME, HIGH VELOCITY STREAMING DATA	TIBCO SOFTWARE INC.
WO/2021/202051	COMPUTING TEMPORAL CONVOLUTION NETWORKS IN REAL TIME	SONY GROUP CORPORATION
WO/2021/178704	ADAPTIVE QUANTIZATION FOR EXECUTION OF MACHINE LEARNING MODELS	QUALCOMM INCORPORATED
WO/2021/178747	DOMAIN GENERALIZATION VIA BATCH NORMALIZATION STATISTICS	GOOGLE LLC
WO/2021/178798	USER INTERFACE FOR PROXY MODELING OF REACTIVE TRANSPORT  MODELING	SAUDI ARABIAN OIL COMPANY
WO/2021/178865	TRAJECTORY OPTIMIZATION USING NEURAL NETWORKS	EMBODIED INTELLIGENCE INC.
WO/2021/178872	TRAJECTORY OPTIMIZATION USING NEURAL NETWORKS	EMBODIED INTELLIGENCE INC.
WO/2021/178909	LEARNING POINT CLOUD AUGMENTATION POLICIES	WAYMO LLC
WO/2021/178911	METHODS OF PROVIDING DATA PRIVACY FOR NEURAL NETWORK BASED  INFERENCE	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
WO/2021/178916	SINGLE-STAGE MODEL TRAINING FOR NEURAL ARCHITECTURE SEARCH	GOOGLE LLC
WO/2021/178967	HYBRID HUMAN-COMPUTER LEARNING SYSTEM	ANTHROP LLC
WO/2021/194732	POWER REDUCTION FOR MACHINE LEARNING ACCELERATOR	ADVANCED MICRO DEVICES, INC.
WO/2021/183473	DEFECT DETECTION SYSTEM	NANOTRONICS IMAGING, INC.
WO/2021/216209	FAULT-TOLERANT QUANTUM CAT STATE PREPARATION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/183567	HARDWARE ARCHITECTURE FOR PROCESSING DATA IN NEURAL NETWORK	VERHEYEN, Henry
WO/2021/206839	UTILIZING A COMBINATORIAL ACCOUNTABILITY FRAMEWORK DATABASE  SYSTEM FOR RISK MANAGEMENT AND COMPLIANCE	TRUSTARC INC
WO/2021/188333	QUANTUM CIRCUIT AND METHODS FOR USE THEREWITH	BEIT INC.
WO/2021/183668	SYSTEM AND METHOD FOR DATA AUGMENTATION OF FEATURE-BASED VOICE  DATA	NUANCE COMMUNICATIONS, INC.
WO/2021/188354	AUTOMATED AND ADAPTIVE DESIGN AND TRAINING OF NEURAL NETWORKS	DATAROBOT, INC.
WO/2021/183809	NUTRITIONAL INFORMATION EXCHANGE SYSTEM	BAYSTRIDE, INC.
WO/2021/183943	METHODS FOR DOCUMENTING MODELS, AND RELATED SYSTEMS AND  APPARATUS	DATAROBOT, INC.
WO/2021/216217	PREDICTED FORECAST OFFSET FROM REMOTE LOCATION SENSOR	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/221801	TRAINING REINFORCEMENT MACHINE LEARNING SYSTEMS WITH A  SUB-GOAL BASED SHAPED REWARD FUNCTION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/188398	SYSTEM AND METHOD FOR CLASSIFICATION OF CUSTOMER QUERY	PM LABS, INC.
WO/2021/183993	VISION-AIDED WIRELESS COMMUNICATION SYSTEMS	ARIZONA BOARD OF REGENTS ON BEHALF OF ARIZONA STATE UNIVERSITY
WO/2021/194787	NOC RELAXED WRITE ORDER SCHEME	XILINX, INC.
WO/2021/184013	NEURAL-SYMBOLIC COMPUTING	SRI INTERNATIONAL
WO/2021/188509	MACHINE-ASSISTED MEDICAL PATIENT INTERACTION, DIAGNOSIS, AND  TREATMENT	DECODED HEALTH, INC.
WO/2021/242363	NEURAL NETWORK EXPLANATION USING LOGIC	SRI INTERNATIONAL
WO/2021/188719	AN INTELLIGENT LAYER TO POWER CROSS PLATFORM, EDGE-CLOUD  HYBRID ARTIFICAIL INTELLIGENCE SERVICES	MEETKAI, INC.
WO/2021/188739	IMPROVED ABACUS AND MATHEMATICAL CALCULATING METHOD	ZARGELIN, Omar, Ali
WO/2021/216232	MACHINE LEARNING ALGORITHM FOR CONTROLLING THERMAL COMFORT	GENTHERM INCORPORATED
WO/2021/188807	CONNECTING ADVERSARIAL ATTACKS TO NEURAL NETWORK TOPOGRAPHY	BATTELLE MEMORIAL INSTITUTE
WO/2021/216242	REAL-TIME SYSTEM AND METHOD FOR SILENT PARTY HOSTING AND  STREAMING	MARSH, Patricia Kelly
WO/2021/194933	GROUND ROLL ATTENUATION USING UNSUPERVISED DEEP LEARNING	SCHLUMBERGER TECHNOLOGY CORPORATION
WO/2021/247118	MODEL COMPRESSION BY SPARSITY-INDUCING REGULARIZATION  OPTIMIZATION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/195041	INTERACTIVE QUERY BASED NETWORK COMMUNICATION THROUGH A MEDIA  DEVICE	MEHTA, Trushant, D.
WO/2021/195047	SYSTEMS AND METHODS FOR DETERMINING A TOTAL AMOUNT OF CARBON  EMISSIONS PRODUCED BY A VEHICLE	BLUEOWL, LLC
WO/2021/195048	SYSTEMS AND METHODS FOR DETERMINING A TOTAL AMOUNT OF CARBON  EMISSIONS OF AN INDIVIDUAL	BLUEOWL, LLC
WO/2021/195059	SYSTEMS AND METHODS FOR PROVIDING RENEWING CARBON OFFSETS FOR  A USER DRIVING PERIOD	BLUEOWL, LLC
WO/2021/195077	SYSTEMS AND METHODS FOR DETERMINING HISTORICAL AMOUNT OF  CARBON EMISSIONS PRODUCED BY VEHICLES	BLUEOWL, LLC
WO/2021/195095	NEURAL ARCHITECTURE SEARCH WITH WEIGHT SHARING	GOOGLE LLC
WO/2021/195104	DIGITAL-IMC HYBRID SYSTEM ARCHITECTURE FOR NEURAL NETWORK  ACCELERATION	MENTIUM TECHNOLOGIES INC.
WO/2021/202177	DISTRIBUTED DATABASE STORED AT AN EDGE APPLICATION	DWOLLA, INC.
WO/2021/195197	PULSE GENERATION	IONQ, INC.
WO/2021/202227	SYSTEMS AND METHODS FOR SLEEP DETECTION	ELI LILLY AND COMPANY
WO/2021/195368	SYSTEMS AND METHODS FOR SCALABLE QUANTUM COMPUTING	D-WAVE SYSTEMS INC.
WO/2021/202244	SYSTEM AND METHOD FOR CORRELATING KEEP-ALIVE CONNECTION  COMMUNICATIONS WITH UNARY CONNECTION COMMUNICATIONS	XEVO INC.
WO/2021/202251	SEMICONDUCTOR FABRICATION PROCESS PARAMETER DETERMINATION  USING A GENERATIVE ADVERSARIAL NETWORK	KLA CORPORATION
WO/2021/195473	CAMPAIGN MANAGEMENT PLATFORM	BOODLE, INC.
WO/2021/202276	SYSTEM AND METHOD FOR SMART MONITORING OF HUMAN BEHAVIOR AND  ANOMALY DETECTION	CHERRY LABS, INC.
WO/2021/202405	ADAPTIVE BASIS SELECTION FOR FUSION MEASUREMENTS	PSIQUANTUM, CORP.
WO/2021/202409	ENCODED FUSION MEASUREMENTS WITH LOCAL ADAPTIVITY	PSIQUANTUM, CORP.
WO/2021/202442	SYSTEM FOR DETECTING TROJANS IN AN ARTIFICIAL NETWORK AND  METHOD THEROF	BAE SYSTEMS INFORMATION AND ELECTRONIC SYSTEMS INTEGRATION  INC.
WO/2021/225720	COMPUTING PHOTOREALISTIC VERSIONS OF SYNTHETIC IMAGES	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/202528	MULTI-MODAL NEURAL NETWORK ARCHITECTURE SEARCH	GOOGLE LLC
WO/2021/202610	MACHINE LEARNING NETWORK IMPLEMENTED BY STATICALLY SCHEDULED  INSTRUCTIONS	SIMA TECHNOLOGIES, INC.
WO/2021/206973	INTEGRATED CIRCUIT DEVICE WITH DEEP LEARNING ACCELERATOR AND  RANDOM ACCESS MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/206974	DEEP LEARNING ACCELERATOR AND RANDOM ACCESS MEMORY WITH  SEPARATE MEMORY ACCESS CONNECTIONS	MICRON TECHNOLOGY, INC.
WO/2021/202687	COMPOSITE QUANTUM GATE CALIBRATION	GOOGLE LLC
WO/2021/207145	SYSTEM AND METHOD TO USE MACHINE LEARNING TO ENSURE PROPER  INSTALLATION AND/OR REPAIR BY TECHNICIANS	HUGHES NETWORK SYSTEMS, LLC
WO/2021/207234	EDGE SERVER WITH DEEP LEARNING ACCELERATOR AND RANDOM ACCESS  MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/207236	SYSTEM ON A CHIP WITH DEEP LEARNING ACCELERATOR AND RANDOM  ACCESS MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/207237	DEEP LEARNING ACCELERATOR AND RANDOM ACCESS MEMORY WITH A  CAMERA INTERFACE	MICRON TECHNOLOGY, INC.
WO/2021/207309	MACHINE LEARNING SYSTEM FOR DETERMINING A SECURITY  VULNERABILITY IN COMPUTER SOFTWARE	ALLSTATE INSURANCE COMPANY
WO/2021/207404	PATIENT MONITORING USING EDGE SERVERS HAVING DEEP LEARNING  ACCELERATOR AND RANDOM ACCESS MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/257160	MODEL SELECTION LEARNING FOR KNOWLEDGE DISTILLATION	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/207518	SYSTEMS AND METHODS FOR FORECASTING MACROECONOMIC TRENDS USING  GEOSPATIAL DATA AND A MACHINE LEARNING MODEL	SCHNEIDER ECONOMICS, LLC
WO/2021/207555	SYSTEMS AND METHODS FOR AUTONOMOUSLY EXECUTING COMPUTER  PROGRAMS	ROBINSON, Jr., Curtis Ray
WO/2021/225741	VARIATIONAL AUTO ENCODER FOR MIXED DATA TYPES	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/216301	GRAPH BASED METHOD OF NEXT PITCH PREDICTION	STATS LLC
WO/2021/211366	SELF-SUPERVISED AI-ASSISTED SOUND EFFECT RECOMMENDATION FOR  SILENT VIDEO	SONY INTERACTIVE ENTERTAINMENT INC.
WO/2021/211367	SELF-SUPERVISED AI-ASSISTED SOUND EFFECT GENERATION FOR SILENT  VIDEO USING MULTI-MODAL CLUSTERING	SONY INTERACTIVE ENTERTAINMENT INC.
WO/2021/211374	VIRTUAL TRY-ON SYSTEMS FOR SPECTACLES USING REFERENCE FRAMES	JAND, INC.
WO/2021/231006	MULTI-FIDELITY SIMULATED DATA FOR MACHINE LEARNING	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/211399	NEURAL NETWORK BASED LINE OF SIGHT DETECTION FOR POSITIONING	QUALCOMM INCORPORATED
WO/2021/216309	USING MACHINE LEARNING TO VIRTUALIZE PRODUCTS TESTS	UL LLC
WO/2021/216310	SUPERVISED CONTRASTIVE LEARNING WITH MULTIPLE POSITIVE  EXAMPLES	GOOGLE LLC
WO/2021/211437	AUTOMATICALLY AND INTELLIGENTLY EXPLORING DESIGN SPACES	GOOGLE LLC
WO/2021/211503	ANN TRAINING THROUGH PROCESSING POWER OF PARKED VEHICLES	MICRON TECHNOLOGY, INC.
WO/2021/211542	DAILY LIVING MONITORING AND MANAGEMENT SYSTEM	BAYLOR COLLEGE OF MEDICINE
WO/2021/211560	SELF INTERFERENCE NOISE CANCELLATION TO SUPPORT MULTIPLE  FREQUENCY BANDS WITH NEURAL NETWORKS OR RECURRENT NEURAL NETWORKS	MICRON TECHNOLOGY, INC.
WO/2021/211567	CODE-FREE AUTOMATED MACHINE LEARNING	AMAZON TECHNOLOGIES, INC.
WO/2021/211610	MULTIMODAL ANALYSIS COMBINING MONITORING MODALITIES TO ELICIT  COGNITIVE STATES AND PERFORM SCREENING FOR MENTAL DISORDERS	AIBERRY, INC.
WO/2021/211657	INTERLEAVED CRYOGENIC COOLING SYSTEM FOR QUANTUM COMPUTING  APPLICATIONS	GOOGLE LLC
WO/2021/211703	MACHINE LEARNING MODEL SELECTION IN BEAMFORMED COMMUNICATIONS	QUALCOMM INCORPORATED
WO/2021/216337	LANGUAGE DETECTION OF USER INPUT TEXT FOR ONLINE GAMING	ROBLOX CORPORATION
WO/2021/211739	EVALUATION OF COMPREHENSIVE CLINICAL RISK PROFILES OF  INFECTIOUS DISEASE IN REAL-TIME	HEALTHPOINTE SOLUTIONS, INC.
WO/2021/211793	OPTICAL CO-PROCESSOR ARCHITECTURE USING ARRAY OF WEAK OPTICAL  PERCEPTRON	GEORGIA TECH RESEARCH CORPORATION
WO/2021/225765	METHODS FOR DISCOVERY OF MEDIA CAPABILITIES OF 5G EDGE	TENCENT AMERICA LLC
WO/2021/211905	FLOW MANAGEMENT WITH SERVICES	GUNUGANTI, Ramakanth
WO/2021/211906	APPLICATION-AGNOSTIC TENANT ONBOARDING ONTO A MULTI-TENANT  SYSTEM	GUNUGANTA, Ramakanth
WO/2021/211908	MULTI-TENANT POLICY FRAMEWORK	GUNUGANTI, Ramakanth
WO/2021/211910	TENANT MOVEMENT IN A MULTI-TENANT SYSTEM	GUNUGANTI, Ramakanth
WO/2021/211957	ARTIFICIAL INTELLIGENCE SYSTEM FOR ESTIMATING EXCESS  NON-SAPIENT PAYLOAD CAPACITY ON MIXED-PAYLOAD AERONAUTIC EXCURSIONS	QUANTUMID TECHNOLOGIES INC
WO/2021/236271	SYSTEMS AND METHODS FOR CONTROLLED QUANTUM INFORMATION  PROCESSING WITH A TRANS-RADIX BASIS COMPONENT	THORNTON, Mitchell A.
WO/2021/216429	NEURAL NETWORK MODEL COMPRESSION WITH BLOCK PARTITIONING	TENCENT AMERICA LLC
WO/2021/216439	AUTOMATED GENERATION OF TRAINING DATA FOR CONTEXTUALLY  GENERATED PERCEPTIONS	CHOOCH INTELLIGENCE TECHNOLOGIES CO.
WO/2021/225776	SYSTEMS AND METHODS FOR TRAINING A NEURAL NETWORK	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/236273	JOINT LEARNING FROM EXPLICIT AND INFERRED LABELS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/216497	COMPUTER SYSTEM AND METHOD FOR SOLVING POOLING PROBLEM AS AN  UNCONSTRAINED BINARY OPTIMIZATION	ZAPATA COMPUTING, INC.
WO/2021/216582	PRIORITY MEDIA CONTENT	SONOS, INC.
WO/2021/236277	POSITION MASKING FOR TRANSFORMER MODELS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/221977	NEURAL NETWORK TRAINING TECHNIQUE	NVIDIA CORPORATION
WO/2021/231057	TASK-AWARE RECOMMENDATION OF HYPERPARAMETER CONFIGURATIONS	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/262304	ALL-TO-ALL COUPLED QUANTUM COMPUTING WITH ATOMIC ENSEMBLES IN  AN OPTICAL CAVITY	MASSACHUSETTS INSTITUTE OF TECHNOLOGY
WO/2021/216919	USING MACHINE LEARNING TO DETERMINE JOB FAMILIES USING JOB  TITLES	SEQUOIA BENEFITS AND INSURANCE SERVICES, LLC
WO/2021/225797	HIGH-RISK PASSAGE AUTOMATION IN A DIGITAL TRANSACTION  MANAGEMENT PLATFORM	DOCUSIGN, INC.
WO/2021/217088	TEMPLATE BASED GENERATION OF 3D OBJECT MESHES FROM 2D IMAGES	ROBLOX CORPORATION
WO/2021/231069	MEMORY DEVICE TO TRAIN NEURAL NETWORKS	MICRON TECHNOLOGY, INC.
WO/2021/222064	MACHINE LEARNING FOR IDENTIFYING USER INTERFACE CONTROLS	AUTOMATION ANYWHERE, INC.
WO/2021/217138	METHOD FOR EFFICIENTLY OPTIMIZING A PHENOTYPE WITH A  COMBINATION OF A GENERATIVE AND A PREDICTIVE MODEL	TESELAGEN BIOTECHNOLOGY INC.
WO/2021/222136	MODEL PREDICTIVE CONTROL TECHNIQUES FOR AUTONOMOUS SYSTEMS	NVIDIA CORPORATION
WO/2021/217149	A SYSTEM AND METHOD FOR PERSONALIZATION, OPTIMIZATION, AND  DISCOVERY OF THERAPIES FROM NATURAL PRODUCTS	LECHNER, Justin Robert
WO/2021/222152	TRAINING A MACHINE LEARNING MODEL TO GENERATE HIGHER  RESOLUTION IMAGES FROM INSPECTION IMAGES	KLA CORPORATION
WO/2021/222209	A SYSTEM AND METHOD FOR DYNAMICALLY DEFINING DIGITAL FORMS	MIRATA SOFTWARE, LLC
WO/2021/222211	OPTICAL CONTROL OF QUBITS WITH SPATIAL LIGHT MODULATORS FOR  QUANTUM COMPUTING AND QUANTUM SIMULATION	WISCONSIN ALUMNI RESEARCH FOUNDATION
WO/2021/222282	ADAPTIVE DECISION SUPPORT SYSTEMS	DEXCOM, INC.
WO/2021/225841	FAULT DETECTION IN CYBER-PHYSICAL SYSTEMS	NEC LABORATORIES AMERICA, INC.
WO/2021/222452	LEARNING AGENT	LEELA AI, INC.
WO/2021/222455	SYSTEMS AND METHODS FOR IDENTIFYING CONVERSATION ROLES	OPEN TEXT HOLDINGS, INC.
WO/2021/222456	NATURAL LANGUAGE SYSTEM AND METHODS	LEELA AI, INC.
WO/2021/222495	ANOMALY DETECTION SYSTEM USING MULTI-LAYER SUPPORT VECTOR  MACHINES AND METHOD THEREOF	BAE SYSTEMS INFORMATION AND ELECTRONIC SYSTEMS INTEGRATION  INC.
WO/2021/222638	DETECTING AND ASSIGNING ACTION ITEMS TO CONVERSATION  PARTICIPANTS IN REAL-TIME AND DETECTING COMPLETION THEREOF	OUTREACH CORPORATION
WO/2021/222656	JOINT MIXED-PRECISION QUANTIZATION AND STRUCTURED PRUNING  USING DECOMPOSED QUANTIZATION AND BAYESIAN GATES	QUALCOMM INCORPORATED
WO/2021/222659	FOREIGN LANGUAGE MACHINE TRANSLATION OF DOCUMENTS IN A VARIETY  OF FORMATS	VANNEVAR LABS, INC.
WO/2021/225879	GRAPH CONVOLUTIONAL REINFORCEMENT LEARNING WITH HETEROGENEOUS  AGENT GROUPS	SIEMENS CORPORATION
WO/2021/222802	TREATMENT RECOMMENDATION	ARINE, INC.
WO/2021/222821	VOLTAGE OFFSET FOR COMPUTE-IN-MEMORY ARCHITECTURE	QUALCOMM INCORPORATED
WO/2021/222837	SURROGATE BINARY OPTIMIZATION	FUJITSU LIMITED
WO/2021/225923	GENERATING ROBOT TRAJECTORIES USING NEURAL NETWORKS	INTRINSIC INNOVATION LLC
WO/2021/178981	HARDWARE-FRIENDLY MULTI-MODEL COMPRESSION OF NEURAL NETWORKS	INNOPEAK TECHNOLOGY, INC.
WO/2021/226126	INTELLIGENT TIME-STEPPING FOR NUMERICAL SIMULATIONS	SCHLUMBERGER TECHNOLOGY CORPORATION
WO/2021/226128	METHODS AND SYSTEMS FOR 3D CHARACTER POSE PREDICTION BASED ON  PHASE-FUNCTIONED NEURAL NETWORKS	RCT STUDIO INC.
WO/2021/231139	MACHINE VISION USING DIFFRACTIVE SPECTRAL ENCODING	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
WO/2021/236324	OPERATIONAL CODE STORAGE FOR AN ON-DIE MICROPROCESSOR	MICRON TECHNOLOGY, INC.
WO/2021/247187	UNDETECTABLE SANDBOX FOR MALWARE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/226302	SYSTEMS AND METHODS FOR PROVIDING A PRIVATE MULTI-MODAL  ARTIFICIAL INTELLIGENCE PLATFORM	TRIPLEBLIND, INC.
WO/2021/231183	METHODS AND APPARATUS FOR PERFORMING ANALYTICS ON IMAGE DATA	MICRON TECHNOLOGY, INC.
WO/2021/226462	NETWORKING AS A SERVICE	RIBBON COMMUNICATIONS OPERATING COMPANY, INC.
WO/2021/231218	METHOD AND APPARATUS FOR FEATURE SUBSTITUTION FOR END-TO-END  IMAGE COMPRESSION	TENCENT AMERICA LLC
WO/2021/236362	COMPUTING TECHNOLOGIES FOR PRESERVING SIGNALS IN DATA INPUTS  WITH MODERATE TO HIGH LEVELS OF VARIANCES IN DATA SEQUENCE LENGTHS FOR  ARTIFICIAL NEURAL NETWORK MODEL TRAINING	MERLN, LLC
WO/2021/231301	SCALABLE ACTIVE LEARNING USING ONE-SHOT UNCERTAINTY ESTIMATION  IN BAYESIAN NEURAL NETWORKS	INTERDIGITAL PATENT HOLDINGS, INC.
WO/2021/231320	MOTION LEARNING WITHOUT LABELS	ECHONOUS, INC.
WO/2021/231338	GENERATING AND MODIFYING CONTENT USING DATA STRUCTURES	THE ROCKET SCIENCE GROUP LLC
WO/2021/247202	CIRCUITS AND METHODS PROVIDING A SWITCHED CAPACITOR INTEGRATOR	QUALCOMM INCORPORATED
WO/2021/231457	IMAGE-COMPARISON BASED ANALYSIS OF SUBSURFACE REPRESENTATIONS	CHEVRON U.S.A. INC.
WO/2021/242520	SELF-SUPERVISED CROSS-VIDEO TEMPORAL DIFFERENCE LEARNING FOR  UNSUPERVISED DOMAIN ADAPTATION	NEC LABORATORIES AMERICA, INC.
WO/2021/242527	AUTOMATIC MOVIE PERFORMANCE PREDICTOR	KOENIG, Errol, Avery
WO/2021/262333	APPROXIMATE NEAREST NEIGHBOR SEARCH ENGINE	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/236423	IDENTIFYING CLAIM COMPLEXITY BY INTEGRATING SUPERVISED AND  UNSUPERVISED LEARNING	CLARA ANALYTICS, INC.
WO/2021/231794	SUPER ISING EMULATOR WITH MULTI-BODY INTERACTIONS AND  ALL-TO-ALL CONNECTIONS	THE TRUSTEES OF THE STEVENS INSTITUTE OF TECHNOLOGY
WO/2021/231832	SYSTEMS AND METHODS FOR DIGITAL MESSAGING	PUTMAN, Blake
WO/2021/231841	IMAGE PROCESSING SYSTEM USING RECURRENT NEURAL NETWORKS	CCC INFORMATION SERVICES INC.
WO/2021/236529	METHODS AND APPARATUS TO TRAIN A MODEL USING ATTESTATION DATA	INTEL CORPORATION
WO/2021/236551	METHODS AND APPARATUS FOR ATTESTATION OF AN ARTIFICIAL  INTELLIGENCE MODEL	INTEL CORPORATION
WO/2021/262346	SELF-SUPERVISED SELF SUPERVISION BY COMBINING PROBABILISTIC  LOGIC WITH DEEP LEARNING	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/236725	NOISE MITIGATION THROUGH QUANTUM STATE PURIFICATION BY  CLASSICAL ANSATZ TRAINING	ZAPATA COMPUTING, INC.
WO/2021/242585	INTERPRETABLE IMITATION LEARNING VIA PROTOTYPICAL OPTION  DISCOVERY	NEC LABORATORIES AMERICA, INC.
WO/2021/242586	USER-CONTROLLED SESSION MANAGER TO PROVIDE REMOTE DISABLING OF  SESSION TOKENS	PAYPAL, INC.
WO/2021/236959	USER FRIENDLY SYSTEM TO GENERATE AND PROCESS MACHINE LEARNING  REQUEST	BUURST, INC.
WO/2021/236984	PREDICTIVE MODELING OF A MANUFACTURING PROCESS USING A SET OF  INVERTED MODELS	APPLIED MATERIALS, INC.
WO/2021/237169	ONLINE GARMENT DESIGN AND COLLABORATION AND VIRTUAL TRY-ON  SYSTEM AND METHOD	SAREEN, Iva
WO/2021/237170	MISALIGNMENT-RESILIENT DIFFRACTIVE OPTICAL NEURAL NETWORKS	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
WO/2021/237196	GENERATION AND DELIVERY OF CONTENT CURATED FOR A CLIENT	HOLLER TECHNOLOGIES, INC.
WO/2021/247290	TECHNIQUES TO PROCESS LAYERS OF A THREE-DIMENSIONAL IMAGE  USING ONE OR MORE NEURAL NETWORKS	NVIDIA CORPORATION
WO/2021/252181	ARTIFICIAL INTELLIGENCE ORCHESTRATION LAYER TO FACILITATE  MIGRATIONS BETWEEN DIFFERENT ARTIFICIAL INTELLIGENCE PLATFORMS	PAYPAL, INC.
WO/2021/226606	MITIGATING ANTICIPATED RISKS IN SELF-DRIVING VEHICLES VIA USE  OF MALICIOUS ROADWAY FALSIFIED APPEARANCES	BEECHAM, James
WO/2021/247330	SELECTING ANNOTATIONS FOR TRAINING IMAGES USING A NEURAL  NETWORK	NVIDIA CORPORATION
WO/2021/242920	ACTIVE LEARNING ANNOTATION SYSTEM THAT DOES NOT REQUIRE  HISTORICAL DATA	FEEDZAI - CONSULTADORIA E INOVAÇÃO TECNOLóGICA, S.A.
WO/2021/252194	MACHINE LEARNING MODULE TRAINING USING INPUT RECONSTRUCTION  TECHNIQUES AND UNLABELED TRANSACTIONS	PAYPAL, INC.
WO/2021/247338	TECHNIQUE TO PERFORM NEURAL NETWORK ARCHITECTURE SEARCH WITH  FEDERATED LEARNING	NVIDIA CORPORATION
WO/2021/242938	METHODS AND SYSTEMS FOR STREAMLINED SEARCHING ACCORDING TO  SEMANTIC SIMILARITY	NETFLIX, INC.
WO/2021/262380	DIFFERENTIABLE USER-ITEM CO-CLUSTERING	MICROSOFT TECHNOLOGY LICENSING, LLC
WO/2021/242956	DISTRIBUTED GENERATIVE ADVERSARIAL NETWORKS SUITABLE FOR  PRIVACY-RESTRICTED DATA	RUTGERS, THE STATE UNIVERSITY OF NEW JERSEY
WO/2021/247364	ROAD CONDITION DEEP LEARNING MODEL	WAYMO LLC
WO/2021/247371	SYSTEM AND METHOD FOR PREDICTING FORMATION IN SPORTS	STATS LLC
WO/2021/247372	SEMI-SUPERVISED ACTION-ACTOR DETECTION FROM TRACKING DATA IN  SPORT	STATS LLC
WO/2021/243079	CHARACTERIZATION OF TIME-CORRELATED QUANTUM ERRORS THROUGH  ENTANGLEMENT	GOOGLE LLC
WO/2021/243097	SYSTEMS AND METHODS TO PREDICT STRUCTURES AND PROPERTIES OF  BIOMOLECULE-LIGAND COMPLEXES AND USES THEREOF	THE BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY
WO/2021/243107	METHODS AND SYSTEMS FOR RAPID ANTIMICROBIAL SUSCEPTIBILITY  TESTS	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
WO/2021/247448	FEDERATED LEARNING OPTIMIZATIONS	INTEL CORPORATION
WO/2021/247455	IMAGE AND DATA ANALYTICS MODEL COMPATIBILITY REGULATION  METHODS	LEICA MICROSYSTEMS INC.
WO/2021/262396	EXTENDED MEMORY NEUROMORPHIC COMPONENT	MICRON TECHNOLOGY, INC.
WO/2021/247549	SOCIAL MEDIA CONTENT FILTERING FOR EMERGENCY MANAGEMENT	THE REGENTS OF THE UNIVERSITY OF COLORADO, A BODY CORPORATE
WO/2021/247557	ARTIFICIAL INTELLIGENCE AND/OR MACHINE LEARNING BASED SYSTEMS,  DEVICES, AND METHODS FOR DESIGNING PATIENT PRESCRIPTIONS	BYONYKS MEDICAL DEVICES, INC.
WO/2021/247614	ANTI-CONGESTION FLOW CONTROL FOR RECONFIGURABLE PROCESSORS	SAMBANOVA SYSTEMS, INC.
WO/2021/247656	REALIZING CONTROLLED ROTATIONS BY A FUNCTION OF INPUT BASIS  STATE OF A QUANTUM COMPUTER	ZAPATA COMPUTING, INC.
WO/2021/247737	AUTOMATIC SELECTION OF QUANTIZATION AND FILTER REMOVAL  OPTIMIZATION UNDER ENERGY CONSTRAINTS	GOOGLE LLC
WO/2021/247757	RESPONSE PREDICTION FOR ELECTRONIC COMMUNICATIONS	CAPITAL ONE SERVICES, LLC
WO/2021/247764	STRUCTURED CONVOLUTIONS AND ASSOCIATED ACCELERATION	QUALCOMM INCORPORATED
WO/2021/247777	DISTRIBUTED REINFORCEMENT LEARNING ON A GPU	BECKMAN COULTER, INC.
WO/2021/247792	SYSTEMS AND METHODS FOR MENTAL HEALTH CARE DELIVERY VIA  ARTIFICIAL INTELLIGENCE	HEALMED SOLUTIONS LLC
WO/2021/247831	AUTOMATED KNOWLEDGE EXTRACTION AND REPRESENTATION FOR COMPLEX  ENGINEERING SYSTEMS	SIEMENS CORPORATION
WO/2021/247858	SELECTION AND MONITORING METHODS FOR XENOTRANSPLANTATION	XENOTHERAPEUTICS, INC.
WO/2021/247929	ECONOMIES OF SCALE AWARE RESOURCE DISTRIBUTION	WANNASPLIT, INC.
WO/2021/247944	FEDERATED MIXTURE MODELS	QUALCOMM TECHNOLOGIES, INC.
WO/2021/247962	CLASSIFYING OUT-OF-DISTRIBUTION DATA USING A CONTRASTIVE LOSS	GOOGLE LLC
WO/2021/252279	TRIPWIRE-BASED GEOLOCATION SYSTEM	ALARM.COM INCORPORATED
WO/2021/248011	SYSTEMS AND METHODS FOR DETECTING VOICE COMMANDS TO GENERATE A  PEER-TO-PEER COMMUNICATION LINK	SYNTIANT
WO/2021/248068	MACHINE LEARNING ALGORITHM SEARCH WITH SYMBOLIC PROGRAMMING	GOOGLE LLC
WO/2021/248125	SCALABLE TRANSFER LEARNING WITH EXPERT MODELS	GOOGLE LLC
WO/2021/248129	MACHINE LEARNING SYSTEMS FOR LOCATION CLASSIFICATION AND  METHODS FOR USING SAME	JOB MARKET MAKER, LLC
WO/2021/248131	MACHINE LEARNING SYSTEMS FOR REMOTE ROLE EVALUATION AND  METHODS FOR USING SAME	JOB MARKET MAKER, LLC
WO/2021/248139	ATTENTION NEURAL NETWORKS WITH SPARSE ATTENTION MECHANISMS	GOOGLE LLC
WO/2021/248140	HYPERPARAMETER NEURAL NETWORK ENSEMBLES	GOOGLE LLC
WO/2021/252419	DOCUMENT ANALYSIS ARCHITECTURE	AON RISK SERVICES, INC. OF MARYLAND
WO/2021/252539	SYSTEM AND METHOD OF ORGANIZING A VIRTUAL CLASSROOM SETTING	TANGIBLE PLAY, INC.
WO/2021/252606	ARTIFICIAL INTELLIGENCE FOR SOUND DETECTION FROM MEDICAMENT OR  TEST DEVICE	NOBLE INTERNATIONAL, LLC
WO/2021/252676	ACCELERATED TRAINING FOR NEURAL NETWORK MODELS	NVIDIA CORPORATION
WO/2021/252734	SYSTEMS AND METHODS FOR MANAGING MACHINE LEARNING MODELS	DATAROBOT, INC.
WO/2021/257372	WEARABLE ELECTRONIC DEVICE WITH BUILT-IN INTELLIGENT  MONITORING IMPLEMENTED USING DEEP LEARNING ACCELERATOR AND RANDOM ACCESS  MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/257373	VIDEO COMPRESSION IN REMOVABLE STORAGE DEVICE HAVING DEEP  LEARNING ACCELERATOR AND RANDOM ACCESS MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/262447	TECHNIQUES FOR PARAMETER SET AND HEADER DESIGN FOR COMPRESSED  NEURAL NETWORK REPRESENTATION	TENCENT AMERICA LLC
WO/2021/252815	ACTIVITY LEVEL MEASUREMENT USING DEEP LEARNING AND MACHINE  LEARNING	THE DUN & BRADSTREET CORPORATION
WO/2021/257395	SYSTEMS AND METHODS FOR MACHINE LEARNING MODEL INTERPRETATION	DATAROBOT, INC.
WO/2021/257558	METHOD AND APPARATUS FOR NEURAL NETWORK MODEL COMPRESSION WITH  MICRO-STRUCTURED WEIGHT PRUNING AND WEIGHT UNIFICATION	TENCENT AMERICA LLC
WO/2021/257580	INTELLIGENT DIGITAL CAMERA HAVING DEEP LEARNING ACCELERATOR  AND RANDOM ACCESS MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/257585	DATA ANALYTICS METHODS FOR SPATIAL DATA, AND RELATED SYSTEMS  AND DEVICES	DATAROBOT, INC.
WO/2021/257615	QUANTUM SECURE NETWORK CLOCK SYNCHRONIZATION	XAIROS SYSTEMS, INC.
WO/2021/257651	INTEGRATED SENSOR DEVICE WITH DEEP LEARNING ACCELERATOR AND  RANDOM ACCESS MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/257653	PREDICTIVE MODELING TECHNOLOGIES FOR IDENTIFYING RETAIL  ENTERPRISE DEFICIENCIES	SPARK RESULTANTS LLC
WO/2021/257703	SURVEILLANCE CAMERA UPGRADE VIA REMOVABLE MEDIA HAVING DEEP  LEARNING ACCELERATOR AND RANDOM ACCESS MEMORY	MICRON TECHNOLOGY, INC.
WO/2021/257771	INSTANT SELECTABLE REMOTE DATA SYSTEM	MOSAIC ATM, INC.
WO/2021/262519	QUANTUM COMPUTING SYSTEMS HAVING A RECONFIGURABLE QUANTUM  PROCESSING UNIT	CORNING INCORPORATED
WO/2021/257902	SYNCHRONIZATION OF WIRELESS-AUDIO TO VIDEO	SONY GROUP CORPORATION
WO/2021/257988	SYSTEMS, METHODS, AND MEDIA FOR MANUFACTURING PROCESSES	NANOTRONICS IMAGING, INC.
WO/2021/258027	SEWING MACHINE AND METHODS OF USING THE SAME	SINGER SOURCING LIMITED LLC
WO/2021/262595	QUANTUM TOMOGRAPHY AND PHOTON SOURCE OPTIMIZATION	PSIQUANTUM, CORP.
WO/2021/262616	METHODS AND SYSTEMS FOR PERFORMING AND RECORDING LIVE INTERNET  MUSIC NEAR LIVE WITH NO LATENCY	SONY INTERACTIVE ENTERTAINMENT LLC
WO/2021/262713	NONESSENTIAL INPUT, OUTPUT AND TASK SIGNALING IN WORKFLOWS ON  CLOUD PLATFORMS	TENCENT AMERICA LLC
WO/2021/262730	LITHOGRAPHIC MEMRISTIVE ARRAY	RAIN NEUROMORPHICS INC.
WO/2021/262859	NOVELTY DETECTION SYSTEM	THATDOT, INC.
WO/2021/263218	GENERATIVE MANIFOLD NETWORKS FOR PREDICTION AND SIMULATION OF  COMPLEX SYSTEMS	THE SALK INSTITUTE FOR BIOLOGICAL STUIDES
WO/2021/258084	SPATIO-TEMPORAL PSEUDO THREE-DIMENSIONAL (STP-3D) NETWORK FOR  PERFORMING VIDEO ACTION RECOGNITION	INNOPEAK TECHNOLOGY, INC.
WO/2021/178999	SYSTEMS AND METHODS FOR CONNECTING SERVICE PROVIDERS TO  CLIENTS	LIN, Ella H.
WO/2021/207768	CUSTOM TEXT GENERATION BASED ON SKILL PROFILE	SQUARE PANDA INC.
WO/2021/212143	SYSTEM FOR DETECTING ELECTRIC SIGNALS	UNIVERSITY OF UTAH RESEARCH FOUNDATION
WO/2021/243382	ADDITIONAL SOLUTION AUTOMATION & INTERFACE ANALYSIS  IMPLEMENTATION	JEZEWSKI, Joni

 

 

转载本文请联系原作者获取授权，同时请注明本文来自陈立新科学网博客。
链接地址：https://blog.sciencenet.cn/blog-681765-1365445.html

上一篇：2021年计算机一般零部件领域的PCT专利申请状况——中国占37%，美国占32%，日本占12%，欧洲占5%
下一篇：2021年计算机应用与软件工程领域的PCT专利申请状况——中国占39%，美国占27%，日本占10%，欧洲占8%