{"title":"Generalizing to New Dynamical Systems via Frequency Domain Adaptation","authors":"Tiexin Qin, Hong Yan, Haoliang Li","doi":"10.1109/tpami.2025.3581941","DOIUrl":"https://doi.org/10.1109/tpami.2025.3581941","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"14 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144334909","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}
Alberto Giaretta, Mauro Bisiacco, Gianluigi Pillonetto
{"title":"Supervised Learning in Dynamic and Non Stationary Environments","authors":"Alberto Giaretta, Mauro Bisiacco, Gianluigi Pillonetto","doi":"10.1109/tpami.2025.3581982","DOIUrl":"https://doi.org/10.1109/tpami.2025.3581982","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"6 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144334942","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":"Delving into Generalizable Label Distribution Learning","authors":"Xingyu Zhao, Lei Qi, Yuexuan An, Xin Geng","doi":"10.1109/tpami.2025.3581552","DOIUrl":"https://doi.org/10.1109/tpami.2025.3581552","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":"36 1","pages":""},"PeriodicalIF":23.6,"publicationDate":"2025-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144328548","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}