Freebase问答：Question Answering over Freebase 2021-01-13

Question Answering over Freebase with Multi-Column Convolutional Neural Networks Li Dong, Furu Wei, Ming Zhou, Ke Xu Proceedings of the 53rd A ...

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知识图谱实体类型：Knowledge Graph Entity Typing 2020-12-24

Connecting Embeddings for Knowledge Graph Entity Typing Yu Zhao, Anxiang Zhang, Ruobing Xie, Kang Liu, Xiaojie Wang Proceedings of the 58th ...

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多注意力上下文图：Multi-Attention Context Graph 2020-11-15

Learning Multi-Attention Context Graph for Group-Based Re-Identification Yichao Yan;Jie Qin;Bingbing Ni;Jiaxin Chen;Li Liu;Fan Zhu;Wei-Shi Zhen ...

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基于CNN的排序：Ranking with Convolutional Neural Networks 2020-08-14

Classifying Relations by Ranking with Convolutional Neural Networks Cícero dos Santos, Bing Xiang, Bowen Zhou Proceedings of the 53rd Annual ...

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保留结构的二值表达：Structure-Preserving Binary Representations 2020-08-03

Structure-Preserving Binary Representations for RGB-D Action Recognition Mengyang Yu ; Li Liu ; Ling Shao IEEE Transactions on Pattern Analysis ...

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图规整的NMF：Graph Regularized Nonnegative Matrix Factorization 2020-08-01

Graph Regularized Nonnegative Matrix Factorization for Data Representation Deng Cai ; Xiaofei He ; Jiawei Han ; Thomas S. Huang IEEE Transactio ...

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序列元距离：Meta-Distance for Sequences 2020-07-24

Learning Meta-Distance for Sequences by Learning a Ground Metric via Virtual Sequence Regression   Bing Su ; Ying Wu   IEEE Transac ...

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基于距离的图像分类：Distance-Based Image Classification 2020-07-05

Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost Thomas Mensink ; Jakob Verbeek ; Florent Perronnin ; Gabriela ...

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注意力的图卷积 ：Attention Guided Graph Convolutional 2020-05-22

Attention Guided Graph Convolutional Networks for Relation Extraction Zhijiang Guo, Yan Zhang and Wei Lu Proceedings of the 57th Annual Meeting ...

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半监督提升：SemiBoost 2020-04-26

SemiBoost: Boosting for Semi-Supervised Learning Pavan Kumar Mallapragada ; Rong Jin ; Anil K. Jain ; Yi Liu IEEE Transactions on Pattern An ...

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平方损失互信息：Squared-Loss Mutual Information 2020-03-19

Cross-Domain Matching with Squared-Loss Mutual Information Makoto Yamada ; Leonid Sigal ; Michalis Raptis ; Machiko Toyoda ; Yi Chang ; Masashi ...

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多视角测度：Multi-view Metric 2020-03-09

Sharable and Individual Multi-View Metric Learning Junlin Hu ; Jiwen Lu ; Yap-Peng Tan IEEE Transactions on Pattern Analysis and Machine Intell ...

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任性的特征：Incremental and Decremental Features 2020-02-09

One-Pass Learning with Incremental and Decremental Features Chenping Hou ; Zhi-Hua Zhou IEEE Transactions on Pattern Analysis and Machine Intel ...

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非确定数据分类器：Classifier for Learning from Uncertain Data 2020-02-01

Linear Maximum Margin Classifier for Learning from Uncertain Data Christos Tzelepis ; Vasileios Mezaris ; Ioannis Patras IEEE Transactions on P ...

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写在开博10年 2020-02-01

各位机器学习领域的科研狗你们好，转眼已经来到2020年。2010年，我在科学网上发了 第一篇解读pami的文章 ，到今天已经10年了，这期间在同一个博客上坚持解读pam ...

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结构提升：StructBoost 2020-01-26

StructBoost: Boosting Methods for Predicting Structured Output Variables Chunhua Shen ; Guosheng Lin ; Anton van den Hengel IEEE Transactions ...

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分类器适应进行性能优化：Optimization of Performance 2020-01-26

Efficient Optimization of Performance Measures by Classifier Adaptation Nan Li ; Ivor W. Tsang ; Zhi-Hua Zhou IEEE Transactions on Pattern Ana ...

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稀疏合取特征空间：Sparse Conjunctive Feature Spaces 2020-01-25

Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification Audi Primadhanty, Xavier ...

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多核降维：Multiple Kernel Learning for Dimensionality Reduction 2020-01-06

Multiple Kernel Learning for Dimensionality Reduction Yen-Yu Lin ; Tyng-Luh Liu ; Chiou-Shann Fuh IEEE Transactions on Pattern Analysis and Mac ...

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场景解析：Scene Parsing 2020-01-04

Hierarchical Scene Parsing by Weakly Supervised Learning with Image  Descriptions Ruimao Zhang ; Liang Lin ; Guangrun Wang ; Meng Wang ; Wa ...

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