{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,19]],"date-time":"2025-12-19T15:52:34Z","timestamp":1766159554383,"version":"3.29.0"},"reference-count":42,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,10,2]],"date-time":"2024-10-02T00:00:00Z","timestamp":1727827200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,2]],"date-time":"2024-10-02T00:00:00Z","timestamp":1727827200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,10,2]]},"DOI":"10.1109\/mmsp61759.2024.10743595","type":"proceedings-article","created":{"date-parts":[[2024,11,12]],"date-time":"2024-11-12T18:35:35Z","timestamp":1731436535000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Robust Real-World Image Dehazing via Knowledge Guided Conditional Diffusion Model Finetuning"],"prefix":"10.1109","author":[{"given":"Haoran","family":"Wei","sequence":"first","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China,Chengdu,China"}]},{"given":"Qingbo","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China,Chengdu,China"}]},{"given":"Chenhao","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China,Chengdu,China"}]},{"given":"Shuai","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China,Chengdu,China"}]},{"given":"Lei","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China,Chengdu,China"}]},{"given":"King Ngi","family":"Ngan","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China,Chengdu,China"}]},{"given":"Fanman","family":"Meng","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China,Chengdu,China"}]},{"given":"Hongliang","family":"Li","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China,Chengdu,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02404"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52733.2024.00402"},{"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":"10.1109\/CVPR52688.2022.00572"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00560"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01176"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3060873"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00208"},{"key":"ref10","first-page":"1","article-title":"Illumination con-trollable dehazing network based on unsupervised retinex embedding","author":"Gui","year":"2023","journal-title":"IEEE Transactions on Multimedia"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.12317"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52733.2024.02484"},{"key":"ref13","article-title":"Visual instruction tuning","volume":"36","author":"Liu","year":"2024","journal-title":"Advances in neural information processing systems"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02134"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"ref17","first-page":"2256","article-title":"Deep unsupervised learning using nonequilibrium thermodynamics","volume-title":"International conference on machine learning. PMLR","author":"Sohl-Dickstein","year":"2015"},{"key":"ref18","article-title":"Generative modeling by estimating gradients of the data distribution","volume":"32","author":"Song","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref20","first-page":"8780","article-title":"Diffusion models beat gans on image synthesis","volume":"34","author":"Dhariwal","year":"2021","journal-title":"Advances in neural information processing systems"},{"key":"ref21","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume":"33","author":"Ho","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01204"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01581"},{"key":"ref24","article-title":"Zero-shot image restoration using denoising diffusion null-space model","volume-title":"The Eleventh International Conference on Learning Representations","author":"Wang","year":"2023"},{"journal-title":"One-step image translation with text-to-image models","year":"2024","author":"Parmar","key":"ref25"},{"journal-title":"Diffusion posterior sampling for general noisy inverse problems","year":"2022","author":"Chung","key":"ref26"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00958"},{"key":"ref28","first-page":"23 593","article-title":"Denoising diffusion restoration models","volume":"35","author":"Kawar","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73016-0_6"},{"journal-title":"Lora: Low-rank adaptation of large language models","year":"2021","author":"Hu","key":"ref30"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00355"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587643"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"issue":"6","key":"ref34","first-page":"5327","article-title":"Self-promer: Self-prompt dehazing transformers with depth-consistency","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence","volume":"38","author":"Wang","year":"2024"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00987"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01039"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2867951"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00288"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2227726"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00510"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00363"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i2.25353"}],"event":{"name":"2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP)","start":{"date-parts":[[2024,10,2]]},"location":"West Lafayette, IN, USA","end":{"date-parts":[[2024,10,4]]}},"container-title":["2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10743173\/10743194\/10743595.pdf?arnumber=10743595","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T14:41:32Z","timestamp":1732718492000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10743595\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,2]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/mmsp61759.2024.10743595","relation":{},"subject":[],"published":{"date-parts":[[2024,10,2]]}}}