{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T17:01:10Z","timestamp":1783530070113,"version":"3.55.0"},"reference-count":70,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"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":["62302167,U23A20343,62222602,62176092,62476090,72192821"],"award-info":[{"award-number":["62302167,U23A20343,62222602,62176092,62476090,72192821"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["CSTB2023NSCQJQX0007,CSTB2023NSCQ-MSX0137"],"award-info":[{"award-number":["CSTB2023NSCQJQX0007,CSTB2023NSCQ-MSX0137"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/iccv51701.2025.01281","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"13804-13814","source":"Crossref","is-referenced-by-count":1,"title":["From Enhancement to Understanding: Build a Generalized Bridge for Low-Light Vision via Semantically Consistent Unsupervised Fine-Tuning"],"prefix":"10.1109","author":[{"given":"Sen","family":"Wang","sequence":"first","affiliation":[{"name":"East China Normal University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shao","family":"Zeng","sequence":"additional","affiliation":[{"name":"Tencent Youtu Lab"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tianjun","family":"Gu","sequence":"additional","affiliation":[{"name":"East China Normal University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhizhong","family":"Zhang","sequence":"additional","affiliation":[{"name":"East China Normal University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ruixin","family":"Zhang","sequence":"additional","affiliation":[{"name":"Tencent Youtu Lab"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shouhong","family":"Ding","sequence":"additional","affiliation":[{"name":"Tencent Youtu Lab"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jingyun","family":"Zhang","sequence":"additional","affiliation":[{"name":"Tencent WeChat Pay Lab 33"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Wang","sequence":"additional","affiliation":[{"name":"Tencent WeChat Pay Lab 33"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"Tan","sequence":"additional","affiliation":[{"name":"East China Normal University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuan","family":"Xie","sequence":"additional","affiliation":[{"name":"East China Normal University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lizhuang","family":"Ma","sequence":"additional","affiliation":[{"name":"East China Normal University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Handbook of image and video processing","author":"Bovik","year":"2010"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01149"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.350"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00255"},{"key":"ref5","article-title":"You only need 90k parameters to adapt light: a light weight transformer for image enhancement and exposure correction","volume-title":"33rd British Machine Vision Conference 2022, BMVC 2022","author":"Cui"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01204"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1804.02767"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02131"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.11834\/jig.230004"},{"key":"ref10","volume-title":"Digital image processing","author":"Gonzales","year":"1987"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00185"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2639450"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2022.103712"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00969"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20056-4_22"},{"key":"ref17","author":"Hu","year":"2021","journal-title":"Lora: Low-rank adaptation of large language models"},{"issue":"2","key":"ref18","article-title":"Lora: Low-rank adaptation of large language models","volume":"1","author":"Hu","year":"2022","journal-title":"ICLR"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73195-2_10"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3051462"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01039"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/scientificamerican1277-108"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00436"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3063604"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00520"},{"key":"ref26","first-page":"12888","article-title":"Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation","volume-title":"International conference on machine learning","author":"Li","year":"2022"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01440"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00743"},{"key":"ref29","first-page":"1925","article-title":"Refinenet: Multi-path refinement networks for highresolution semantic segmentation","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition","author":"Lin","year":"2017"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01042"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2018.10.010"},{"key":"ref32","article-title":"Decoupled weight decay regularization","volume-title":"International Conference on Learning Representations","author":"Loshchilov","year":"2019"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00744"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s41095-023-0371-3"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00555"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP46576.2022.9897778"},{"key":"ref37","author":"Parmar","year":"2024","journal-title":"One-step image translation with text-to-image models"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02557"},{"key":"ref39","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proceedings of the 38th International Conference on Machine Learning","author":"Radford","year":"2021"},{"issue":"2","key":"ref40","volume":"1","author":"Ramesh","year":"2022","journal-title":"Hierarchical text-conditional image generation with clip latents"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02155"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.52202\/068431-2643"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00747"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73016-0_6"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73016-0_6"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00291"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3122004"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01593"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s41095-024-0423-3"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3382108"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02462"},{"key":"ref54","author":"Wei","year":"2018","journal-title":"Deep retinex decomposition for low-light enhancement"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00166"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3267044"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3415963"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00533"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s44267-024-00048-9"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.596"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01187"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2981922"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3050850"},{"key":"ref64","author":"Ye","year":"2023","journal-title":"Ipadapter: Text compatible image prompt adapter for text-to-image diffusion models"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00271"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13833"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3350926"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.vrih.2022.08.007"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i3.25479"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/iccv.2017.244"}],"event":{"name":"2025 IEEE\/CVF International Conference on Computer Vision (ICCV)","location":"Honolulu, HI, USA","start":{"date-parts":[[2025,10,19]]},"end":{"date-parts":[[2025,10,25]]}},"container-title":["2025 IEEE\/CVF International Conference on Computer Vision (ICCV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11443115\/11443287\/11446150.pdf?arnumber=11446150","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:22:17Z","timestamp":1777612937000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11446150\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":70,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.01281","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}