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IEEE Transactions on Pattern Analysis and Machine Intelligence最新文献

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Integrating Affordances and Attention models for Short-Term Object Interaction Anticipation 短期客体交互预期的可视性与注意模型整合
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 : 2026-01-12 DOI: 10.1109/tpami.2026.3652831
Lorenzo Mur-Labadia, Ruben Martinez-Cantin, Jose J. Guerrero, Giovanni Maria Farinella, Antonino Furnari
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引用次数: 0
CFSM: A Novel Causal Feature Selection Module for Two-Dimensional Out-of-Distribution Generalization 一种新的二维离分布泛化的因果特征选择模块
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 : 2026-01-12 DOI: 10.1109/tpami.2025.3616163
Lin Zhu, Weihan Yin, Yiyao Yang, Yifei Wu, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
{"title":"CFSM: A Novel Causal Feature Selection Module for Two-Dimensional Out-of-Distribution Generalization","authors":"Lin Zhu, Weihan Yin, Yiyao Yang, Yifei Wu, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye","doi":"10.1109/tpami.2025.3616163","DOIUrl":"https://doi.org/10.1109/tpami.2025.3616163","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"57 1","pages":"1590-1607"},"PeriodicalIF":23.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955307","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
How to Break It Down for Building It Up? Theory-Guided Graph Decomposition Learning for Spatiotemporal Traffic Prediction 如何打破它，建立它？时空交通预测的理论引导图分解学习
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 : 2026-01-12 DOI: 10.1109/tpami.2026.3651246
Jiahao Ji, Jingyuan Wang, Yu Mou, Cheng Long, Junjie Wu
{"title":"How to Break It Down for Building It Up? Theory-Guided Graph Decomposition Learning for Spatiotemporal Traffic Prediction","authors":"Jiahao Ji, Jingyuan Wang, Yu Mou, Cheng Long, Junjie Wu","doi":"10.1109/tpami.2026.3651246","DOIUrl":"https://doi.org/10.1109/tpami.2026.3651246","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"185 1","pages":"1-18"},"PeriodicalIF":23.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955313","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
Accelerated Optimization of Large Mixture-of-Experts Models by Density-Aware Multi-Stage Learning 基于密度感知多阶段学习的大型混合专家模型加速优化
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 : 2026-01-12 DOI: 10.1109/tpami.2026.3651754
Jianxing Yu, Haowei Jiang, Huaijie Zhu, Wenqing Chen, Yanghui Rao, Qinliang Su, Jian Yin
{"title":"Accelerated Optimization of Large Mixture-of-Experts Models by Density-Aware Multi-Stage Learning","authors":"Jianxing Yu, Haowei Jiang, Huaijie Zhu, Wenqing Chen, Yanghui Rao, Qinliang Su, Jian Yin","doi":"10.1109/tpami.2026.3651754","DOIUrl":"https://doi.org/10.1109/tpami.2026.3651754","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"46 1","pages":"1-15"},"PeriodicalIF":23.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955250","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
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition MERBench：多模态情感识别的统一评价基准
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 : 2026-01-12 DOI: 10.1109/tpami.2026.3653457
Zheng Lian, Licai Sun, Yong Ren, Hao Gu, Haiyang Sun, Lan Chen, Bin Liu, Jianhua Tao
{"title":"MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition","authors":"Zheng Lian, Licai Sun, Yong Ren, Hao Gu, Haiyang Sun, Lan Chen, Bin Liu, Jianhua Tao","doi":"10.1109/tpami.2026.3653457","DOIUrl":"https://doi.org/10.1109/tpami.2026.3653457","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"18 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955301","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
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics Inside CNN Models 神经元放弃注意流：CNN模型内部动态的视觉解释
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 : 2026-01-12 DOI: 10.1109/tpami.2026.3651260
Yi Liao, Yongsheng Gao, Weichuan Zhang
{"title":"Neuron Abandoning Attention Flow: Visual Explanation of Dynamics Inside CNN Models","authors":"Yi Liao, Yongsheng Gao, Weichuan Zhang","doi":"10.1109/tpami.2026.3651260","DOIUrl":"https://doi.org/10.1109/tpami.2026.3651260","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"82 1","pages":"1-17"},"PeriodicalIF":23.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955884","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
NuwaDynamics+: A Causality-Aware Generative Framework for Spatio-Temporal Representation Learning 时空表征学习的因果关系感知生成框架
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 : 2026-01-12 DOI: 10.1109/tpami.2026.3652303
Kun Wang, Yifan Duan, Hao Wu, Jian Zhao, Kai Wang, Zhengyang Zhou, Yuxuan Liang, Xu Wang, Yang Wang, Yu Zheng, Xuelong Li
{"title":"NuwaDynamics+: A Causality-Aware Generative Framework for Spatio-Temporal Representation Learning","authors":"Kun Wang, Yifan Duan, Hao Wu, Jian Zhao, Kai Wang, Zhengyang Zhou, Yuxuan Liang, Xu Wang, Yang Wang, Yu Zheng, Xuelong Li","doi":"10.1109/tpami.2026.3652303","DOIUrl":"https://doi.org/10.1109/tpami.2026.3652303","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"67 1","pages":"1-18"},"PeriodicalIF":23.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955252","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
OIF-PCR++: Point Cloud Registration via Progressive Distillation of Conditional Positional Encoding OIF-PCR++：基于条件位置编码的渐进蒸馏点云配准
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 : 2026-01-12 DOI: 10.1109/tpami.2026.3652316
Fan Yang, Zhi Chen, Nanjun Yuan, Lin Guo, Wenbing Tao
{"title":"OIF-PCR++: Point Cloud Registration via Progressive Distillation of Conditional Positional Encoding","authors":"Fan Yang, Zhi Chen, Nanjun Yuan, Lin Guo, Wenbing Tao","doi":"10.1109/tpami.2026.3652316","DOIUrl":"https://doi.org/10.1109/tpami.2026.3652316","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"11 1","pages":"1-18"},"PeriodicalIF":23.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955312","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
Seeing through Satellite Images at Street Views 通过街景卫星图像观看
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 : 2026-01-12 DOI: 10.1109/tpami.2026.3652860
Ming Qian, Bin Tan, Qiuyu Wang, Xianwei Zheng, Hanjiang Xiong, Gui-Song Xia, Yujun Shen, Nan Xue
{"title":"Seeing through Satellite Images at Street Views","authors":"Ming Qian, Bin Tan, Qiuyu Wang, Xianwei Zheng, Hanjiang Xiong, Gui-Song Xia, Yujun Shen, Nan Xue","doi":"10.1109/tpami.2026.3652860","DOIUrl":"https://doi.org/10.1109/tpami.2026.3652860","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"21 1","pages":"1-18"},"PeriodicalIF":23.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955253","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
Model Lineage Analysis: Determination and Closeness Measurement 模型谱系分析：确定和接近测量
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 : 2026-01-12 DOI: 10.1109/tpami.2026.3652302
Chen Tang, Lan Zhang, Qi Zhao, Xirong Zhuang, Jiewei Lai, Xiang-yang Li
{"title":"Model Lineage Analysis: Determination and Closeness Measurement","authors":"Chen Tang, Lan Zhang, Qi Zhao, Xirong Zhuang, Jiewei Lai, Xiang-yang Li","doi":"10.1109/tpami.2026.3652302","DOIUrl":"https://doi.org/10.1109/tpami.2026.3652302","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"8 1","pages":"1-14"},"PeriodicalIF":23.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955305","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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