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IEEE Transactions on Pattern Analysis and Machine Intelligence最新文献

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Efficient Visual Transformer by Learnable Token Merging 可学习Token合并的高效可视化转换器
IF 23.6 1区 计算机科学
IEEE Transactions on Pattern Analysis and Machine Intelligence Pub Date : 2025-07-15 DOI: 10.1109/tpami.2025.3588186
Yancheng Wang, Yingzhen Yang
{"title":"Efficient Visual Transformer by Learnable Token Merging","authors":"Yancheng Wang, Yingzhen Yang","doi":"10.1109/tpami.2025.3588186","DOIUrl":"https://doi.org/10.1109/tpami.2025.3588186","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"109 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144639886","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
Spatial-Temporal Graph Mamba for Music-Guided Dance Video Synthesis 用于音乐引导舞蹈视频合成的时空图曼巴
IF 23.6 1区 计算机科学
IEEE Transactions on Pattern Analysis and Machine Intelligence Pub Date : 2025-07-15 DOI: 10.1109/tpami.2025.3588237
Hao Tang, Ling Shao, Zhenyu Zhang, Luc Van Gool, Nicu Sebe
{"title":"Spatial-Temporal Graph Mamba for Music-Guided Dance Video Synthesis","authors":"Hao Tang, Ling Shao, Zhenyu Zhang, Luc Van Gool, Nicu Sebe","doi":"10.1109/tpami.2025.3588237","DOIUrl":"https://doi.org/10.1109/tpami.2025.3588237","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"9 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144639656","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
TV-3DG: Mastering Text-to-3D Customized Generation with Visual Prompt TV-3DG：掌握文本到3d定制生成与视觉提示
IF 23.6 1区 计算机科学
IEEE Transactions on Pattern Analysis and Machine Intelligence Pub Date : 2025-07-15 DOI: 10.1109/tpami.2025.3587105
Jiahui Yang, Donglin Di, Baorui Ma, Jianxun Cui, Xun Yang, Yongjia Ma, Wenzhang Sun, Wei Chen, Zhou Xue, Meng Wang, Yebin Liu
{"title":"TV-3DG: Mastering Text-to-3D Customized Generation with Visual Prompt","authors":"Jiahui Yang, Donglin Di, Baorui Ma, Jianxun Cui, Xun Yang, Yongjia Ma, Wenzhang Sun, Wei Chen, Zhou Xue, Meng Wang, Yebin Liu","doi":"10.1109/tpami.2025.3587105","DOIUrl":"https://doi.org/10.1109/tpami.2025.3587105","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"45 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144639887","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
One Neuron Saved is One Neuron Earned: On Parametric Efficiency of Quadratic Networks 节约一个神经元即获得一个神经元：二次型网络的参数效率
IF 23.6 1区 计算机科学
IEEE Transactions on Pattern Analysis and Machine Intelligence Pub Date : 2025-07-15 DOI: 10.1109/tpami.2025.3588894
Feng-Lei Fan, Hang-Cheng Dong, Zhongming Wu, Lecheng Ruan, Tieyong Zeng, Yiming Cui, Jing-Xiao Liao
{"title":"One Neuron Saved is One Neuron Earned: On Parametric Efficiency of Quadratic Networks","authors":"Feng-Lei Fan, Hang-Cheng Dong, Zhongming Wu, Lecheng Ruan, Tieyong Zeng, Yiming Cui, Jing-Xiao Liao","doi":"10.1109/tpami.2025.3588894","DOIUrl":"https://doi.org/10.1109/tpami.2025.3588894","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"3 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144639657","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
Efficient Task Grouping Through Sample-wise Optimisation Landscape Analysis 通过样本优化景观分析的高效任务分组
IF 23.6 1区 计算机科学
IEEE Transactions on Pattern Analysis and Machine Intelligence Pub Date : 2025-07-14 DOI: 10.1109/tpami.2025.3588685
Anshul Thakur, Yichen Huang, Soheila Molaei, Yujiang Wang, David A. Clifton
{"title":"Efficient Task Grouping Through Sample-wise Optimisation Landscape Analysis","authors":"Anshul Thakur, Yichen Huang, Soheila Molaei, Yujiang Wang, David A. Clifton","doi":"10.1109/tpami.2025.3588685","DOIUrl":"https://doi.org/10.1109/tpami.2025.3588685","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"84 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144630035","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
ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion 基于连续对应嵌入和残差引导扩散的手-物操作合成
IF 23.6 1区 计算机科学
IEEE Transactions on Pattern Analysis and Machine Intelligence Pub Date : 2025-07-11 DOI: 10.1109/tpami.2025.3588302
Jiajun Zhang, Yuxiang Zhang, Liang An, Mengcheng Li, Hongwen Zhang, Zonghai Hu, Yebin Liu
{"title":"ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion","authors":"Jiajun Zhang, Yuxiang Zhang, Liang An, Mengcheng Li, Hongwen Zhang, Zonghai Hu, Yebin Liu","doi":"10.1109/tpami.2025.3588302","DOIUrl":"https://doi.org/10.1109/tpami.2025.3588302","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"150 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611159","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
Event-based Stereo Depth Estimation: A Survey 基于事件的立体深度估计研究进展
IF 23.6 1区 计算机科学
IEEE Transactions on Pattern Analysis and Machine Intelligence Pub Date : 2025-07-11 DOI: 10.1109/tpami.2025.3586559
Suman Ghosh, Guillermo Gallego
{"title":"Event-based Stereo Depth Estimation: A Survey","authors":"Suman Ghosh, Guillermo Gallego","doi":"10.1109/tpami.2025.3586559","DOIUrl":"https://doi.org/10.1109/tpami.2025.3586559","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"92 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611161","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
Ins-HOI: Instance Aware Human-Object Interactions Recovery Ins-HOI：实例感知人-对象交互恢复
IF 23.6 1区 计算机科学
IEEE Transactions on Pattern Analysis and Machine Intelligence Pub Date : 2025-07-11 DOI: 10.1109/tpami.2025.3588268
Jiajun Zhang, Yuxiang Zhang, Hongwen Zhang, Xiao Zhou, Boyao Zhou, Ruizhi Shao, Zonghai Hu, Yebin Liu
{"title":"Ins-HOI: Instance Aware Human-Object Interactions Recovery","authors":"Jiajun Zhang, Yuxiang Zhang, Hongwen Zhang, Xiao Zhou, Boyao Zhou, Ruizhi Shao, Zonghai Hu, Yebin Liu","doi":"10.1109/tpami.2025.3588268","DOIUrl":"https://doi.org/10.1109/tpami.2025.3588268","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"149 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611160","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
RF-URL 2.0: A General Unsupervised Representation Learning Method for RF Sensing RF- url 2.0：一种用于射频传感的通用无监督表示学习方法
IF 23.6 1区 计算机科学
IEEE Transactions on Pattern Analysis and Machine Intelligence Pub Date : 2025-07-10 DOI: 10.1109/tpami.2025.3587718
Ruiyuan Song, Dongheng Zhang, Zhi Wu, Cong Yu, Chunyang Xie, Shuai Yang, Yang Hu, Yan Chen
{"title":"RF-URL 2.0: A General Unsupervised Representation Learning Method for RF Sensing","authors":"Ruiyuan Song, Dongheng Zhang, Zhi Wu, Cong Yu, Chunyang Xie, Shuai Yang, Yang Hu, Yan Chen","doi":"10.1109/tpami.2025.3587718","DOIUrl":"https://doi.org/10.1109/tpami.2025.3587718","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"15 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144603272","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
Learning Rain Location Prior for Nighttime Deraining and Beyond. 学习雨的位置之前，夜间脱轨和超越。
IF 23.6 1区 计算机科学
IEEE Transactions on Pattern Analysis and Machine Intelligence Pub Date : 2025-07-09 DOI: 10.1109/tpami.2025.3586361
Fan Zhang,Shaodi You,Yu Li,Ying Fu
{"title":"Learning Rain Location Prior for Nighttime Deraining and Beyond.","authors":"Fan Zhang,Shaodi You,Yu Li,Ying Fu","doi":"10.1109/tpami.2025.3586361","DOIUrl":"https://doi.org/10.1109/tpami.2025.3586361","url":null,"abstract":"Most deraining methods work on day scenes while leaving nighttime deraining underexplored, where darkness and non-uniform illuminations pose additional challenges. Consequently, night rain has a quite different appearance varying by location and cannot be effectively handled. To accommodate this issue, we propose a Rain Location Prior (RLP) by implicitly learning it from rainy images to reflect rain location information and boost the performance of deraining models by prior injection. Then, we introduce a Rain Prior Injection Module (RPIM) with a multi-scale scheme to modulate it by attention and emphasize the features of rain streak areas for better injection efficiency. Finally, to alleviate the data scarcity issue and facilitate the research on nighttime deraining, we propose the GTAV-NightRain dataset by considering the interaction between rain streaks and non-uniform illuminations, and provide detailed instructions on data collection pipeline which is highly replicable and flexible to integrate challenging factors of rainy night in the future. Our method outperforms state-of-the-art backbone by 1.3dB in PSNR and generalizes better on real data such as heavy rain and the presence of glow and glaring lights. Ablation studies are conducted to validate the effectiveness of each component and we visualize RLP to show good interpretability. Moreover, we apply our method to daytime deraining and desnow to show good generalizability on other location-dependent degradations. Our method is a step forward in nighttime deraining and the GTAV-NightRain dataset may become a good complement to previous datasets. Our dataset and code are publicly available at https://github.com/zkawfanx/RLP.","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"31 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144594377","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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