{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T19:29:22Z","timestamp":1773170962417,"version":"3.50.1"},"reference-count":93,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U23B2009"],"award-info":[{"award-number":["U23B2009"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62471158"],"award-info":[{"award-number":["62471158"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Foundation of Heilongjiang Province of China for Excellent Youth Project","award":["YQ2024F006"],"award-info":[{"award-number":["YQ2024F006"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1109\/tpami.2025.3642852","type":"journal-article","created":{"date-parts":[[2025,12,11]],"date-time":"2025-12-11T18:45:23Z","timestamp":1765478723000},"page":"4005-4022","source":"Crossref","is-referenced-by-count":2,"title":["Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration"],"prefix":"10.1109","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-5003-3117","authenticated-orcid":false,"given":"Gang","family":"Wu","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5694-505X","authenticated-orcid":false,"given":"Junjun","family":"Jiang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4055-7503","authenticated-orcid":false,"given":"Kui","family":"Jiang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8857-1785","authenticated-orcid":false,"given":"Xianming","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1476-0273","authenticated-orcid":false,"given":"Liqiang","family":"Nie","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/79.581363"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.02.046"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1137\/23M1545859"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-022-01633-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2025.3556133"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3576918"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3126387"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2025.3598132"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01693"},{"key":"ref10","first-page":"71275","article-title":"PromptIR: Prompting for all-in-one image restoration","volume-title":"Proc. Adv. Neural Inform. Process. Syst.","author":"Potlapalli","year":"2023"},{"key":"ref11","first-page":"57335","article-title":"AdaIR: Adaptive all-in-one image restoration via frequency mining and modulation","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Cui","year":"2025"},{"key":"ref12","article-title":"Towards effective multiple-in-one image restoration: A sequential and prompt learning strategy","author":"Kong","year":"2024"},{"key":"ref13","article-title":"Controlling vision-language models for multi-task image restoration","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Luo","year":"2024"},{"key":"ref14","article-title":"Universal image restoration pre-training via degradation classification","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Hu","year":"2025"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3117868"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8803225"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3163183"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s11633-023-1466-0"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2753804"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i1.25122"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00564"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3457856"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6865"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6865"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3419007"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3416731"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2024.111074"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00837"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3180560"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3307666"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01149"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3406821"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3680675"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3487361"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20071-7_2"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01212"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01716"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-024-02056-0"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72649-1_13"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2024\/80"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00702"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3343031"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3432651"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3475249"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3461721"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00564"},{"key":"ref47","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. Int. Conf. Mach. Learn.","volume":"139","author":"Radford","year":"2021"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00277"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3680762"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i8.32905"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72995-9_21"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3415112"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01041"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00560"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3290038"},{"key":"ref56","article-title":"Harnessing joint rain-\/detail-aware representations to eliminate intricate rains","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Ran","year":"2024"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3321311"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72940-9_14"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i6.28412"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2867951"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.183"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01458"},{"key":"ref64","article-title":"Selective frequency network for image restoration","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Cui","year":"2022"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00571"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2925793"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3456583"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72764-1_1"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.35"},{"key":"ref70","first-page":"1","article-title":"Deep retinex decomposition for low-light enhancement","volume-title":"Proc. Brit. Mach. Vis. Conf.","author":"Wei","year":"2018"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00210"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3330416"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19797-0_26"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00239"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.161"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2631888"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.35"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00263"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00173"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2806202"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72655-2_15"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00079"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1145\/3746027.3758196"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01255"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00173"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3183612"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00324"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02083"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3238179"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01163"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02403"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00244"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72670-5_7"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/34\/11424231\/11297843.pdf?arnumber=11297843","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T01:34:34Z","timestamp":1773106474000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11297843\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4]]},"references-count":93,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2025.3642852","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4]]}}}