{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,7]],"date-time":"2026-09-07T19:09:46Z","timestamp":1788808186834,"version":"build-2803163510"},"reference-count":82,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"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":"crossref","award":["62271119"],"award-info":[{"award-number":["62271119"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100018542","name":"Natural Science Foundation of Sichuan Province","doi-asserted-by":"crossref","award":["2025ZNSFSC0475"],"award-info":[{"award-number":["2025ZNSFSC0475"]}],"id":[{"id":"10.13039\/501100018542","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100013142","name":"Key Research and Development Project of Hainan Province","doi-asserted-by":"crossref","award":["ZDYF2024(LALH)003"],"award-info":[{"award-number":["ZDYF2024(LALH)003"]}],"id":[{"id":"10.13039\/501100013142","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Circuits Syst. Video Technol."],"published-print":{"date-parts":[[2026,9]]},"DOI":"10.1109\/tcsvt.2026.3694233","type":"journal-article","created":{"date-parts":[[2026,5,18]],"date-time":"2026-05-18T19:48:16Z","timestamp":1779133696000},"page":"13651-13664","source":"Crossref","is-referenced-by-count":0,"title":["Knowledge Guided Conditional Diffusion With Dual-Contrastive Regularization for Real-World Image Dehazing"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2456-1825","authenticated-orcid":false,"given":"Haoran","family":"Wei","sequence":"first","affiliation":[{"name":"University of Electronic Science and Technology of China","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2936-6340","authenticated-orcid":false,"given":"Qingbo","family":"Wu","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7865-1223","authenticated-orcid":false,"given":"Chenhao","family":"Wu","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8850-3507","authenticated-orcid":false,"given":"Xiaofeng","family":"Cong","sequence":"additional","affiliation":[{"name":"Southeast University","place":["Nanjing, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mingzhou","family":"He","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"King Ngi","family":"Ngan","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7481-095X","authenticated-orcid":false,"given":"Hongliang","family":"Li","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3016-2567","authenticated-orcid":false,"given":"Fanman","family":"Meng","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587643"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1360612.1360671"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.168"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2446191"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2651362"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.185"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00572"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00560"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01176"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2024.3369979"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3301273"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2024.3382493"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3060873"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00208"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3326881"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.12317"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3163554"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02404"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00402"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2024.106281"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i4.32469"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MMSP61759.2024.10743595"},{"key":"ref23","article-title":"LoRA: Low-rank adaptation of large language models","author":"Hu","year":"2021","journal-title":"arXiv:2106.09685"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00355"},{"key":"ref25","article-title":"Improved baselines with visual instruction tuning","author":"Liu","year":"2023","journal-title":"arXiv:2310.03744"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.52202\/075280-1516"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01185"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2227726"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.511"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_10"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413876"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3207020"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2025.3614173"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3344940"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3274366"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2020.3046625"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2025.3618567"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2025.3558232"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2025.3550267"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02134"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01268"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2025.3596024"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2024.3387451"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00254"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.52202\/079017-3104"},{"key":"ref48","first-page":"2256","article-title":"Deep unsupervised learning using nonequilibrium thermodynamics","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Sohl-Dickstein"},{"key":"ref49","first-page":"11918","article-title":"Generative modeling by estimating gradients of the data distribution","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Song"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref51","first-page":"8780","article-title":"Diffusion models beat GANs on image synthesis","volume-title":"Proc. NIPS","volume":"34","author":"Dhariwal"},{"key":"ref52","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. NIPS","volume":"33","author":"Ho"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01204"},{"key":"ref54","article-title":"Degradation-guided one-step image super-resolution with diffusion priors","author":"Zhang","year":"2024","journal-title":"arXiv:2409.17058"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01581"},{"key":"ref56","article-title":"Zero-shot image restoration using denoising diffusion null-space model","volume-title":"Proc. 11th Int. Conf. Learn. Represent.","author":"Wang"},{"key":"ref57","article-title":"One-step image translation with text-to-image models","author":"Parmar","year":"2024","journal-title":"arXiv:2403.12036"},{"key":"ref58","article-title":"Diffusion posterior sampling for general noisy inverse problems","author":"Chung","year":"2022","journal-title":"arXiv:2209.14687"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00958"},{"key":"ref60","first-page":"23593","article-title":"Denoising diffusion restoration models","volume-title":"Proc. Adv. Neural Inf. Process. Syst. 35","author":"Elad"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02150"},{"key":"ref62","article-title":"Adversarial diffusion distillation","author":"Sauer","year":"2023","journal-title":"arXiv:2311.17042"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2024.3521760"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01039"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i6.28340"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.52202\/079017-0688"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i2.25353"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01041"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72940-9_14"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3458986"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19800-7_11"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2867951"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00288"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00510"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00363"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00026"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2456502"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3168438"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3343029"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3416731"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2024.3414677"}],"container-title":["IEEE Transactions on Circuits and Systems for Video Technology"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/76\/11679504\/11523082.pdf?arnumber=11523082","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,9,7]],"date-time":"2026-09-07T19:03:27Z","timestamp":1788807807000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11523082\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,9]]},"references-count":82,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tcsvt.2026.3694233","relation":{},"ISSN":["1051-8215","1558-2205"],"issn-type":[{"value":"1051-8215","type":"print"},{"value":"1558-2205","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,9]]}}}