Pub Date : 2026-02-24DOI: 10.1109/tpami.2026.3667600
Huiqi Deng, Hongbin Pei, Quanshi Zhang, Mengnan Du
{"title":"Attribution Explanations for Deep Neural Networks: A Theoretical Perspective","authors":"Huiqi Deng, Hongbin Pei, Quanshi Zhang, Mengnan Du","doi":"10.1109/tpami.2026.3667600","DOIUrl":"https://doi.org/10.1109/tpami.2026.3667600","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"5 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147279847","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}
Pub Date : 2026-02-24DOI: 10.1109/tpami.2026.3665650
Alessio Mazzucchelli, Ivan Ojeda-Martin, Fernando Rivas-Manzaneque, Elena Garces, Adrian Penate-Sanchez, Francesc Moreno-Noguer
{"title":"VIRGi: View-dependent Instant Recoloring of 3D Gaussians Splats","authors":"Alessio Mazzucchelli, Ivan Ojeda-Martin, Fernando Rivas-Manzaneque, Elena Garces, Adrian Penate-Sanchez, Francesc Moreno-Noguer","doi":"10.1109/tpami.2026.3665650","DOIUrl":"https://doi.org/10.1109/tpami.2026.3665650","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"80 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147279251","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}
{"title":"Graph-Embedded Deep Generative Clustering for Single-Cell Multi-Omics Data Integration","authors":"Cheng Liang, Wenlan Chen, Lu Gao, Chang-Dong Wang, Shichao Zhang, Fei Guo","doi":"10.1109/tpami.2026.3667525","DOIUrl":"https://doi.org/10.1109/tpami.2026.3667525","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"18 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147279249","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}
Pub Date : 2026-02-24DOI: 10.1109/tpami.2026.3667806
Zhaohui Hu, Qizhou Wang, Xinwang Liu, Long Lan, Bo Han
{"title":"On the Two Facets to Conquer Wild out-of-distribution Detection","authors":"Zhaohui Hu, Qizhou Wang, Xinwang Liu, Long Lan, Bo Han","doi":"10.1109/tpami.2026.3667806","DOIUrl":"https://doi.org/10.1109/tpami.2026.3667806","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"8 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147279250","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}
Pub Date : 2026-02-17DOI: 10.1109/tpami.2026.3665736
Wenjie An, Chenyang Wang, Junjun Jiang, Kui Jiang, Xianming Liu, Liqiang Nie
{"title":"A Natural Language Guided Approach for Blind Face Restoration: Methodology and Dataset","authors":"Wenjie An, Chenyang Wang, Junjun Jiang, Kui Jiang, Xianming Liu, Liqiang Nie","doi":"10.1109/tpami.2026.3665736","DOIUrl":"https://doi.org/10.1109/tpami.2026.3665736","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"18 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146208871","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}
Pub Date : 2026-02-17DOI: 10.1109/tpami.2026.3665779
Zeyu Zhu, Ke Liang, Lingyuan Meng, Wanwei Liu, Xinwang Liu
{"title":"STCF: Multi-View Clustering for Spatial Transcriptomics Based on Cross-View Fusion","authors":"Zeyu Zhu, Ke Liang, Lingyuan Meng, Wanwei Liu, Xinwang Liu","doi":"10.1109/tpami.2026.3665779","DOIUrl":"https://doi.org/10.1109/tpami.2026.3665779","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"32 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146209091","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}
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