MIR第四期已于8月正式出版，12篇最新好文免费下载，其中7篇文章来自特约专题"Multi-modal Representation Learning"，欢迎阅读！

专题 · Editorial

Editorial for Special Issue on Multi-modal Representation Learning

Deng-Ping Fan, Nick Barnes, Ming-Ming Cheng, Luc Van Gool

https://link.springer.com/article/10.1007/s11633-024-1513-5

https://www.mi-research.net/article/doi/10.1007/s11633-024-1513-5

专题 · News & Views

Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications

Wei Ji, Jingjing Li, Qi Bi, Tingwei Liu, Wenbo Li, Li Cheng

https://link.springer.com/article/10.1007/s11633-023-1385-0

https://www.mi-research.net/article/doi/10.1007/s11633-023-1385-0

中文导读：

前沿观点 | Segment Anything并非一直完美: SAM模型在不同真实场景中的应用调查

专题 · 研究论文

Rethinking Polyp Segmentation From An Out-of-distribution Perspective

Ge-Peng Ji, Jing Zhang, Dylan Campbell, Huan Xiong, Nick Barnes

https://link.springer.com/article/10.1007/s11633-023-1472-2

https://www.mi-research.net/article/doi/10.1007/s11633-023-1472-2

中文导读：

澳大利亚国立大学Nick Barnes团队 | 对息肉分割的再思考: 从分布外视角展开

专题 · 研究论文

Rethinking Global Context in Crowd Counting

Guolei Sun, Yun Liu, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Luc Van Gool

https://link.springer.com/article/10.1007/s11633-023-1475-z

https://www.mi-research.net/article/doi/10.1007/s11633-023-1475-z

专题 · 研究论文

Towards Domain-agnostic Depth Completion

Guangkai Xu, Wei Yin, Jianming Zhang, Oliver Wang, Simon Niklaus, Simon Chen, Jia-Wang Bian

https://link.springer.com/article/10.1007/s11633-024-1494-4

https://www.mi-research.net/article/doi/10.1007/s11633-024-1494-4

专题 · 研究论文

Vision Transformers with Hierarchical Attention

Yun Liu, Yu-Huan Wu, Guolei Sun, Le Zhang, Ajad Chhatkuli, Luc Van Gool

https://link.springer.com/article/10.1007/s11633-024-1393-8

https://www.mi-research.net/article/doi/10.1007/s11633-024-1393-8

专题 · 研究论文

A Novel Divide and Conquer Solution for Long-term Video Salient Object Detection

Yun-Xiao Li, Cheng-Li-Zhao Chen, Shuai Li, Ai-Min Hao, Hong Qin

https://link.springer.com/article/10.1007/s11633-023-1388-x

https://www.mi-research.net/article/doi/10.1007/s11633-023-1388-x

专题 · 研究论文

TextFormer: A Query-based End-to-end Text Spotter with Mixed Supervision

Yukun Zhai, Xiaoqiang Zhang, Xiameng Qin, Sanyuan Zhao, Xingping Dong, Jianbing Shen

https://link.springer.com/article/10.1007/s11633-023-1460-6

https://www.mi-research.net/article/doi/10.1007/s11633-023-1460-6

综述

Interpretability of Neural Networks Based on Game-theoretic Interactions

Huilin Zhou, Jie Ren, Huiqi Deng, Xu Cheng, Jinpeng Zhang, Quanshi Zhang

https://link.springer.com/article/10.1007/s11633-023-1419-7

https://www.mi-research.net/article/doi/10.1007/s11633-023-1419-7

综述

Toward Human-centered XAI in Practice: A survey

Xiangwei Kong, Shujie Liu, Luhao Zhu

https://link.springer.com/article/10.1007/s11633-022-1407-3

https://www.mi-research.net/article/doi/10.1007/s11633-022-1407-3

研究论文

ReChoreoNet: Repertoire-based Dance Re-choreography with Music-conditioned Temporal and Style Clues

Ho Yin Au, Jie Chen, Junkun Jiang, Yike Guo

https://link.springer.com/article/10.1007/s11633-023-1478-9

https://www.mi-research.net/article/doi/10.1007/s11633-023-1478-9

研究论文

Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making

Jingqing Ruan, Kaishen Wang, Qingyang Zhang, Dengpeng Xing, Bo Xu

https://link.springer.com/article/10.1007/s11633-023-1483-z

https://www.mi-research.net/article/doi/10.1007/s11633-023-1483-z

研究论文

A Deep Model for Partial Multi-label Image Classification with Curriculum-based Disambiguation

Feng Sun, Ming-Kun Xie, Sheng-Jun Huang

https://link.springer.com/article/10.1007/s11633-023-1439-3

https://www.mi-research.net/article/doi/10.1007/s11633-023-1439-3

关于Machine Intelligence Research

Machine Intelligence Research（简称MIR，原刊名International Journal of Automation and Computing）由中国科学院自动化研究所主办，于2022年正式出版。MIR立足国内、面向全球，着眼于服务国家战略需求，刊发机器智能领域最新原创研究性论文、综述、评论等，全面报道国际机器智能领域的基础理论和前沿创新研究成果，促进国际学术交流与学科发展，服务国家人工智能科技进步。期刊入选"中国科技期刊卓越行动计划"，已被ESCI、EI、Scopus、中国科技核心期刊、CSCD等20余家国际数据库收录，入选图像图形领域期刊分级目录-T2级知名期刊。2022年首个CiteScore分值在计算机科学、工程、数学三大领域的八个子方向排名均跻身Q1区，最佳排名挺进Top 4%，2023年CiteScore分值继续跻身Q1区。2024年获得首个影响因子(IF) 6.4，位列人工智能及自动化&控制系统两个领域JCR Q1区。