{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T03:06:45Z","timestamp":1777604805531,"version":"3.51.4"},"reference-count":62,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tip.2025.3586141","type":"journal-article","created":{"date-parts":[[2025,7,11]],"date-time":"2025-07-11T17:46:29Z","timestamp":1752255989000},"page":"5257-5270","source":"Crossref","is-referenced-by-count":2,"title":["Personalized Restoration via Dual-Pivot Tuning"],"prefix":"10.1109","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9610-0350","authenticated-orcid":false,"given":"Pradyumna","family":"Chari","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of California at Los Angeles, Los Angeles, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0092-9744","authenticated-orcid":false,"given":"Sizhuo","family":"Ma","sequence":"additional","affiliation":[{"name":"Snap Inc., Santa Monica, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-7259-7399","authenticated-orcid":false,"given":"Daniil","family":"Ostashev","sequence":"additional","affiliation":[{"name":"Snap Inc., Santa Monica, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2444-2503","authenticated-orcid":false,"given":"Achuta","family":"Kadambi","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of California at Los Angeles, Los Angeles, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1533-2169","authenticated-orcid":false,"given":"Gurunandan","family":"Krishnan","sequence":"additional","affiliation":[{"name":"Snap Inc., Santa Monica, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5266-3808","authenticated-orcid":false,"given":"Jian","family":"Wang","sequence":"additional","affiliation":[{"name":"Snap Inc., Santa Monica, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4958-601X","authenticated-orcid":false,"given":"Kfir","family":"Aberman","sequence":"additional","affiliation":[{"name":"Snap Inc., Santa Monica, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"DiffBIR: Towards blind image restoration with generative diffusion prior","author":"Lin","year":"2023","journal-title":"arXiv:2308.15070"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02155"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.2982166"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00278"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3215251"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3550454.3555436"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref8","first-page":"36479","article-title":"Photorealistic text-to-image diffusion models with deep language understanding","volume-title":"Proc. NIPS","volume":"35","author":"Saharia"},{"key":"ref9","article-title":"Exploiting diffusion prior for real-world image super-resolution","author":"Wang","year":"2023","journal-title":"arXiv:2305.07015"},{"key":"ref10","article-title":"An image is worth one word: Personalizing text-to-image generation using textual inversion","author":"Gal","year":"2022","journal-title":"arXiv:2208.01618"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00264"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00019"},{"key":"ref13","article-title":"Progressive face super-resolution via attention to facial landmark","author":"Kim","year":"2019","journal-title":"arXiv:1908.08239"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01172"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00862"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413965"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01240-3_14"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58545-7_23"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01699"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00750"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19797-0_8"},{"key":"ref22","first-page":"30599","article-title":"Towards robust blind face restoration with codebook lookup transformer","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Zhou"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01402"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00073"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00905"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3478513.3480485"},{"key":"ref27","article-title":"DifFace: Blind face restoration with diffused error contraction","author":"Yue","year":"2022","journal-title":"arXiv:2212.06512"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00170"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3680853"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01261-8_17"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00232"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/WACV61041.2025.00935"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-69541-5_16"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3610548.3618171"},{"key":"ref35","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. NIPS","volume":"33","author":"Ho"},{"key":"ref36","first-page":"1","article-title":"Score-based generative modeling through stochastic differential equations","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Song"},{"key":"ref37","first-page":"8780","article-title":"Diffusion models beat GANs on image synthesis","volume-title":"Proc. NIPS","volume":"34","author":"Dhariwal"},{"key":"ref38","article-title":"Hierarchical text-conditional image generation with CLIP latents","author":"Ramesh","year":"2022","journal-title":"arXiv:2204.06125"},{"key":"ref39","article-title":"State of the art on diffusion models for visual computing","author":"Po","year":"2023","journal-title":"arXiv:2310.07204"},{"key":"ref40","article-title":"Subject-driven text-to-image generation via apprenticeship learning","author":"Chen","year":"2023","journal-title":"arXiv:2304.00186"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3588432.3591506"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3658237"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3618322"},{"key":"ref44","article-title":"P+: Extended textual conditioning in text-to-image generation","author":"Voynov","year":"2023","journal-title":"arXiv:2303.09522"},{"key":"ref45","article-title":"Cones: Concept neurons in diffusion models for customized generation","author":"Liu","year":"2023","journal-title":"arXiv:2303.05125"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3592133"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3610548.3618173"},{"key":"ref48","article-title":"HyperDreamBooth: HyperNetworks for fast personalization of text-to-image models","author":"Ruiz","year":"2023","journal-title":"arXiv:2307.06949"},{"key":"ref49","article-title":"Orthogonal adaptation for modular customization of diffusion models","author":"Po","year":"2023","journal-title":"arXiv:2312.02432"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3610548.3618154"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00582"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01764"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01761"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00355"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i5.28226"},{"key":"ref56","article-title":"Classifier-free diffusion guidance","author":"Ho","year":"2022","journal-title":"arXiv:2207.12598"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3544777"},{"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":"10.1016\/j.patcog.2025.111451"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00109"},{"key":"ref62","article-title":"Decoupled weight decay regularization","author":"Loshchilov","year":"2017","journal-title":"arXiv:1711.05101"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/83\/10795784\/11078782.pdf?arnumber=11078782","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,23]],"date-time":"2025-08-23T01:06:30Z","timestamp":1755911190000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11078782\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":62,"URL":"https:\/\/doi.org\/10.1109\/tip.2025.3586141","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}