{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T20:05:32Z","timestamp":1780949132991,"version":"3.54.1"},"reference-count":105,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"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":["623B2032"],"award-info":[{"award-number":["623B2032"]}],"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"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62502127"],"award-info":[{"award-number":["62502127"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2025M774316"],"award-info":[{"award-number":["2025M774316"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2026,7]]},"DOI":"10.1109\/tpami.2026.3665736","type":"journal-article","created":{"date-parts":[[2026,2,17]],"date-time":"2026-02-17T21:07:50Z","timestamp":1771362470000},"page":"7802-7819","source":"Crossref","is-referenced-by-count":0,"title":["A Natural Language Guided Approach for Blind Face Restoration: Methodology and Dataset"],"prefix":"10.1109","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-4593-0234","authenticated-orcid":false,"given":"Wenjie","family":"An","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1156-9193","authenticated-orcid":false,"given":"Chenyang","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"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"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"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"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"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"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"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"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01324"},{"key":"ref2","first-page":"10492","article-title":"WebFace260 M: A benchmark unveiling the power of million-scale deep face recognition","volume-title":"Proc. IEEE\/CVF Conf. Comput. Vis. Pattern Recognit.","year":"2021"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3052549"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01660"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00209"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-013-0645-9"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2018.2829758"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2914039"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3485132"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2025.3598132"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3778162"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3043093"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02141"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33019054"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2920510"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46454-1_20"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00795"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00557"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00073"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/143"},{"key":"ref21","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Ho"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/FG59268.2024.10581942"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i9.32997"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01178"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i5.32593"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2024.111312"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10584-0_4"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00264"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3181828"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00561"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58545-7_23"},{"key":"ref32","first-page":"30599","article-title":"Towards robust blind face restoration with codebook lookup transformer","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Zhou","year":"2022"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00278"},{"key":"ref34","article-title":"Progressive growing of GANs for improved quality, stability, and variation","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Karras","year":"2018"},{"key":"ref35","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Radford","year":"2021"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72983-6_18"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3240880"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.187"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9795"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475682"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3224940"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3261747"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681088"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00905"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3240845"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01231-1_12"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3212311"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00738"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2916881"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3046918"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01402"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3186715"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00453"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3204461"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.52202\/075280-1398"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00170"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2024.3383659"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00629"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TBIOM.2024.3382870"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681611"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00230"},{"key":"ref62","first-page":"74840","article-title":"Ref-LDM: A latent diffusion model for reference-based face image restoration","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"37","author":"Hsiao","year":"2024"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3315753"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02155"},{"key":"ref65","article-title":"Training-free structured diffusion guidance for compositional text-to-image synthesis","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Feng","year":"2022"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00694"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00355"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02156"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00191"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01764"},{"key":"ref71","first-page":"10359","article-title":"CycleNet: Rethinking cycle consistency in text-guided diffusion for image manipulation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"36","author":"Xu","year":"2024"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73247-8_5"},{"key":"ref73","first-page":"12888","article-title":"BLIP: Bootstrapping language-image pre-training for unified vision-language understanding and generation","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Li","year":"2022"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.52202\/075280-1516"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02405"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00179"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00252"},{"key":"ref79","article-title":"GPT-4 technical report","author":"Achiam","year":"2023"},{"key":"ref80","article-title":"SDXL: Improving latent diffusion models for high-resolution image synthesis","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Podell","year":"2023"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01457"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3611789"},{"key":"ref83","first-page":"13294","article-title":"ResShift: Efficient diffusion model for image super-resolution by residual shifting","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"36","author":"Yue","year":"2024"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-08999-2_22"},{"key":"ref85","article-title":"Synthetic faces high quality (SFHQ) dataset","author":"Beniaguev","year":"2022"},{"key":"ref86","article-title":"Labeled faces in the wild: A database forstudying face recognition in unconstrained environments","volume-title":"Proc. Workshop Faces in\u2019Real-Life\u2019Images, Detection, Alignment, Recognit.","author":"Huang","year":"2008"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00159"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/97.995823"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref90","first-page":"6629","article-title":"GANs trained by a two time-scale update rule converge to a local nash equilibrium","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Heusel","year":"2017"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413965"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01172"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-024-02168-7"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3432651"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/WACV61041.2025.00186"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01268"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14761"},{"key":"ref100","article-title":"Denoising diffusion implicit models","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Song","year":"2021"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00229"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1514"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.137"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-emnlp.483"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/34\/11552636\/11397781.pdf?arnumber=11397781","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T19:52:14Z","timestamp":1780948334000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11397781\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":105,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2026.3665736","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":[[2026,7]]}}}