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IEEE Transactions on Pattern Analysis and Machine Intelligence最新文献

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Generalized Distribution Aggregation Protocol for Federated Statistical Heterogeneity 联邦统计异构的广义分布聚合协议
IF 23.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pub Date : 2026-02-11 DOI: 10.1109/tpami.2026.3663744
Mingwei Xu, Xiaofeng Cao, Ivor W. Tsang, James T. Kwok, Heng Tao Shen
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引用次数: 0
DREAM: A Benchmark Study for Deepfake photoREalism AssessMent DREAM: Deepfake真实感评估的基准研究
IF 23.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pub Date : 2026-02-11 DOI: 10.1109/tpami.2026.3663547
Bo Peng, Zichuan Wang, Sheng Yu, Xiaochuan Jin, Wei Wang, Jing Dong
{"title":"DREAM: A Benchmark Study for Deepfake photoREalism AssessMent","authors":"Bo Peng, Zichuan Wang, Sheng Yu, Xiaochuan Jin, Wei Wang, Jing Dong","doi":"10.1109/tpami.2026.3663547","DOIUrl":"https://doi.org/10.1109/tpami.2026.3663547","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"100 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146161252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ADVersa: Abductive Driving Accident Video Understanding ADVersa：诱拐驾驶事故视频理解
IF 23.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pub Date : 2026-02-11 DOI: 10.1109/tpami.2026.3663545
Lei-Lei Li, Jianwu Fang, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Zhengguo Li, Tat-Seng Chua
{"title":"ADVersa: Abductive Driving Accident Video Understanding","authors":"Lei-Lei Li, Jianwu Fang, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Zhengguo Li, Tat-Seng Chua","doi":"10.1109/tpami.2026.3663545","DOIUrl":"https://doi.org/10.1109/tpami.2026.3663545","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"13 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146161251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Boosting Learning Efficiency in Few-Shot Tasks With Layer-Adaptive PID Control 用层自适应PID控制提高少镜头任务的学习效率
IF 23.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pub Date : 2026-02-11 DOI: 10.1109/tpami.2026.3663608
Pengfei Zhang, Xinde Li, Le Yu, Zhentong Zhang, Fir Dunkin, Huaping Liu, Zhijun Li
{"title":"Boosting Learning Efficiency in Few-Shot Tasks With Layer-Adaptive PID Control","authors":"Pengfei Zhang, Xinde Li, Le Yu, Zhentong Zhang, Fir Dunkin, Huaping Liu, Zhijun Li","doi":"10.1109/tpami.2026.3663608","DOIUrl":"https://doi.org/10.1109/tpami.2026.3663608","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"101 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146161250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hierarchical Information Embeddings with Neural ODEs for Personalized Federated Learning 基于神经ode的个性化联邦学习层次信息嵌入
IF 23.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pub Date : 2026-02-09 DOI: 10.1109/tpami.2026.3662990
Rui She, Sijie Wang, Qiyu Kang, Kai Zhao, Tianyu Geng, Yanan Zhao, Wenfei Liang, Wee Peng Tay
{"title":"Hierarchical Information Embeddings with Neural ODEs for Personalized Federated Learning","authors":"Rui She, Sijie Wang, Qiyu Kang, Kai Zhao, Tianyu Geng, Yanan Zhao, Wenfei Liang, Wee Peng Tay","doi":"10.1109/tpami.2026.3662990","DOIUrl":"https://doi.org/10.1109/tpami.2026.3662990","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"5 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prompt Disentanglement via Language Guidance and Representation Alignment for Domain Generalization 基于语言引导和表示对齐的领域泛化快速解纠缠
IF 23.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pub Date : 2026-02-04 DOI: 10.1109/tpami.2026.3661049
De Cheng, Zhipeng Xu, Xinyang Jiang, Dongsheng Li, Nannan Wang, Xinbo Gao
{"title":"Prompt Disentanglement via Language Guidance and Representation Alignment for Domain Generalization","authors":"De Cheng, Zhipeng Xu, Xinyang Jiang, Dongsheng Li, Nannan Wang, Xinbo Gao","doi":"10.1109/tpami.2026.3661049","DOIUrl":"https://doi.org/10.1109/tpami.2026.3661049","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"1 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146115788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Allies Teach Better than Enemies: Inverse Adversaries for Robust Knowledge Distillation 盟友教得比敌人好：稳健知识蒸馏的逆向对手
IF 23.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pub Date : 2026-02-03 DOI: 10.1109/tpami.2026.3660863
Junhao Dong, Raoof Zare Moayedi, Yew-Soon Ong, Seyed-Mohsen Moosavi-Dezfooli
{"title":"Allies Teach Better than Enemies: Inverse Adversaries for Robust Knowledge Distillation","authors":"Junhao Dong, Raoof Zare Moayedi, Yew-Soon Ong, Seyed-Mohsen Moosavi-Dezfooli","doi":"10.1109/tpami.2026.3660863","DOIUrl":"https://doi.org/10.1109/tpami.2026.3660863","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"3 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Top-$k$ Feature Selection in Sparse Learning via Accelerated Coordinate Descent Method 基于加速坐标下降法的稀疏学习Top-$k$特征选择
IF 23.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pub Date : 2026-02-03 DOI: 10.1109/tpami.2026.3660366
Han Zhang, Yannian Gu, Feiping Nie, Xuelong Li
{"title":"Top-$k$ Feature Selection in Sparse Learning via Accelerated Coordinate Descent Method","authors":"Han Zhang, Yannian Gu, Feiping Nie, Xuelong Li","doi":"10.1109/tpami.2026.3660366","DOIUrl":"https://doi.org/10.1109/tpami.2026.3660366","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"31 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards Real-world Holistic Privacy-Preserving Person Re-identification 面向现实世界的整体隐私保护人的再识别
IF 23.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pub Date : 2026-02-03 DOI: 10.1109/tpami.2026.3660922
Qianxiang Meng, He Li, Min Cao, Mang Ye
{"title":"Towards Real-world Holistic Privacy-Preserving Person Re-identification","authors":"Qianxiang Meng, He Li, Min Cao, Mang Ye","doi":"10.1109/tpami.2026.3660922","DOIUrl":"https://doi.org/10.1109/tpami.2026.3660922","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"101 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110267","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Searching to Modulate for Cold-Start Recommendation 冷启动推荐的调制搜索
IF 23.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pub Date : 2026-02-03 DOI: 10.1109/tpami.2026.3653806
Shiguang Wu, Yaqing Wang, Quanming Yao
{"title":"Searching to Modulate for Cold-Start Recommendation","authors":"Shiguang Wu, Yaqing Wang, Quanming Yao","doi":"10.1109/tpami.2026.3653806","DOIUrl":"https://doi.org/10.1109/tpami.2026.3653806","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"253 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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