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IEEE Transactions on Pattern Analysis and Machine Intelligence最新文献

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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
Full-Scope Vectorization of Geographical Elements from Large-Size Remote Sensing Imagery 大尺度遥感影像中地理要素的全范围矢量化
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.2026.3660934
Yansheng Li, Wanchun Li, Bo Dang, Yu Wang, Wei Chen, Lei Wang, Bingnan Yang, Yongjun Zhang
{"title":"Full-Scope Vectorization of Geographical Elements from Large-Size Remote Sensing Imagery","authors":"Yansheng Li, Wanchun Li, Bo Dang, Yu Wang, Wei Chen, Lei Wang, Bingnan Yang, Yongjun Zhang","doi":"10.1109/tpami.2026.3660934","DOIUrl":"https://doi.org/10.1109/tpami.2026.3660934","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"79 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110268","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
Decoupled Hierarchical Distillation for Multimodal Emotion Recognition 解耦层次蒸馏用于多模态情感识别
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.2026.3660754
Yong Li, Yuanzhi Wang, Yi Ding, Shiqing Zhang, Ke Lu, Cuntai Guan
{"title":"Decoupled Hierarchical Distillation for Multimodal Emotion Recognition","authors":"Yong Li, Yuanzhi Wang, Yi Ding, Shiqing Zhang, Ke Lu, Cuntai Guan","doi":"10.1109/tpami.2026.3660754","DOIUrl":"https://doi.org/10.1109/tpami.2026.3660754","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"29 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110269","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
Generalized Regularized Evidential Deep Learning Models: Theory and Comprehensive Evaluation 广义正则化证据深度学习模型：理论与综合评价
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.2026.3660699
Deep Shankar Pandey, Hyomin Choi, Qi Yu
{"title":"Generalized Regularized Evidential Deep Learning Models: Theory and Comprehensive Evaluation","authors":"Deep Shankar Pandey, Hyomin Choi, Qi Yu","doi":"10.1109/tpami.2026.3660699","DOIUrl":"https://doi.org/10.1109/tpami.2026.3660699","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"8 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110266","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
Evaluating and Mitigating Relationship Hallucinations in Large Vision-Language Models 在大视觉语言模型中评估和减轻关系幻觉
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.2026.3656175
Mingrui Wu, Jiale Li, Jiayi Ji, Fei Hao, Xiaoshuai Sun, Rongrong Ji
{"title":"Evaluating and Mitigating Relationship Hallucinations in Large Vision-Language Models","authors":"Mingrui Wu, Jiale Li, Jiayi Ji, Fei Hao, Xiaoshuai Sun, Rongrong Ji","doi":"10.1109/tpami.2026.3656175","DOIUrl":"https://doi.org/10.1109/tpami.2026.3656175","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"59 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110272","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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