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IEEE Transactions on Pattern Analysis and Machine Intelligence最新文献

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Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation 基于mmit的文本-图像模型在相似主题生成中的增强
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.2026.3663759
Tianyi Wei, Dongdong Chen, Yifan Zhou, Xingang Pan
{"title":"Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation","authors":"Tianyi Wei, Dongdong Chen, Yifan Zhou, Xingang Pan","doi":"10.1109/tpami.2026.3663759","DOIUrl":"https://doi.org/10.1109/tpami.2026.3663759","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"224 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146161440","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
A Personalized and Privacy-Preserving Federated Transformer Framework for Multilingual Sentiment Analysis 面向多语言情感分析的个性化和隐私保护的联邦转换框架
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.2026.3663617
Jothi Prakash V, Arul Antran Vijay S, Gopikrishnan Sundaram
{"title":"A Personalized and Privacy-Preserving Federated Transformer Framework for Multilingual Sentiment Analysis","authors":"Jothi Prakash V, Arul Antran Vijay S, Gopikrishnan Sundaram","doi":"10.1109/tpami.2026.3663617","DOIUrl":"https://doi.org/10.1109/tpami.2026.3663617","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"12 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146160950","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
Thermal3D-GS: Physics-induced 3D Gaussians for Thermal Infrared Novel-view Synthesis with a Large-Scale Dataset Thermal3D-GS：基于大规模数据集的热红外新视点合成的物理诱导三维高斯
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.2026.3663966
Qian Chen, Shihao Shu, Heng Sun, Junzhang Chen, Xiangzhi Bai
{"title":"Thermal3D-GS: Physics-induced 3D Gaussians for Thermal Infrared Novel-view Synthesis with a Large-Scale Dataset","authors":"Qian Chen, Shihao Shu, Heng Sun, Junzhang Chen, Xiangzhi Bai","doi":"10.1109/tpami.2026.3663966","DOIUrl":"https://doi.org/10.1109/tpami.2026.3663966","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"11 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146161255","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
Exploring and Tailoring the Test-Time Augmentation for Sequential Recommendation 探索和裁剪顺序推荐的测试时间扩展
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.2026.3663633
Yizhou Dang, Enneng Yang, Yuting Liu, Jianzhe Zhao, Xingwei Wang, Guibing Guo
{"title":"Exploring and Tailoring the Test-Time Augmentation for Sequential Recommendation","authors":"Yizhou Dang, Enneng Yang, Yuting Liu, Jianzhe Zhao, Xingwei Wang, Guibing Guo","doi":"10.1109/tpami.2026.3663633","DOIUrl":"https://doi.org/10.1109/tpami.2026.3663633","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":"146161446","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 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
{"title":"Generalized Distribution Aggregation Protocol for Federated Statistical Heterogeneity","authors":"Mingwei Xu, Xiaofeng Cao, Ivor W. Tsang, James T. Kwok, Heng Tao Shen","doi":"10.1109/tpami.2026.3663744","DOIUrl":"https://doi.org/10.1109/tpami.2026.3663744","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"33 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146161253","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
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
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