{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T03:31:21Z","timestamp":1777865481611,"version":"3.51.4"},"reference-count":45,"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\/100020595","name":"National Science and Technology Council","doi-asserted-by":"publisher","award":["NSTC113-2634-F-002-005"],"award-info":[{"award-number":["NSTC113-2634-F-002-005"]}],"id":[{"id":"10.13039\/100020595","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100005144","name":"Qualcomm Technologies, Inc.","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005144","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\/iccv51701.2025.01439","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"15511-15520","source":"Crossref","is-referenced-by-count":0,"title":["Continual Personalization for Diffusion Models"],"prefix":"10.1109","author":[{"given":"Yu-Chien","family":"Liao","sequence":"first","affiliation":[{"name":"National Taiwan University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jr-Jen","family":"Chen","sequence":"additional","affiliation":[{"name":"National Taiwan University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chi-Pin","family":"Huang","sequence":"additional","affiliation":[{"name":"National Taiwan University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ci-Siang","family":"Lin","sequence":"additional","affiliation":[{"name":"National Taiwan University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meng-Lin","family":"Wu","sequence":"additional","affiliation":[{"name":"Qualcomm Technologies, Inc."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu-Chiang Frank","family":"Wang","sequence":"additional","affiliation":[{"name":"National Taiwan University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Gpt-4 technical report","author":"Achiam","year":"2023","journal-title":"arXiv preprint"},{"key":"ref2","article-title":"On the pitfalls of analyzing individual neurons in language models","author":"Antverg","year":"2022","journal-title":"ICLR"},{"key":"ref3","article-title":"Conceptprune: Concept editing in diffusion models via skilled neuron pruning","author":"Chavhan","year":"2024","journal-title":"arXiv preprint"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3592116"},{"key":"ref5","article-title":"Anydoor: Zero-shot object-level image customization. arxiv abs\/2307.09481 (2023)","volume-title":"CVPR","author":"Chen","year":"2024"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33016309"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00868"},{"key":"ref8","article-title":"How to continually adapt text-to-image diffusion models for flexible customization?","author":"Dong","year":"2024","journal-title":"NIPS"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.395"},{"key":"ref10","article-title":"Training-free structured diffusion guidance for compositional text-to-image synthesis","author":"Feng","year":"2023","journal-title":"ICLR"},{"key":"ref11","article-title":"An image is worth one word: Personalizing text-to-image generation using textual inversion","author":"Gal","year":"2023","journal-title":"ICLR"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3592133"},{"key":"ref13","article-title":"Mix-of-show: Decentralized lowrank adaptation for multi-concept customization of diffusion models","author":"Gu","year":"2024","journal-title":"NeurIPS"},{"key":"ref14","article-title":"Lora: Low-rank adaptation of large language models","author":"Hu","year":"2022","journal-title":"ICLR"},{"key":"ref15","article-title":"Identity decoupling for multi-subject personalization of text-to-image models","author":"Jang","year":"2024","journal-title":"NIPS"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00794"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72751-1_15"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00192"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00848"},{"key":"ref20","article-title":"Aligning text-to-image models using human feedback","author":"Lee","year":"2023","journal-title":"arXiv preprint"},{"key":"ref21","article-title":"Blip-diffusion: Pretrained subject representation for controllable text-to-image generation and editing","author":"Li","year":"2023","journal-title":"NIPS"},{"key":"ref22","article-title":"Cones: Concept neurons in diffusion models for customized generation","author":"Liu","year":"2023","journal-title":"ICML"},{"key":"ref23","article-title":"Cones 2: Customizable image synthesis with multiple subjects","author":"Liu","year":"2023","journal-title":"NeurIPS"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i5.28204"},{"key":"ref25","article-title":"Clora: A contrastive approach to compose multiple lora models","author":"Han","year":"2024","journal-title":"arXiv preprint"},{"key":"ref26","article-title":"Lego: Learning to disentangle and invert concepts beyond object appearance in text-to-image diffusion models","author":"Motamed","year":"2023","journal-title":"arXiv e-prints"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00761"},{"key":"ref28","article-title":"Learning transferable visual models from natural language supervision","author":"Radford","year":"2021","journal-title":"ICML"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02155"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73232-4_24"},{"key":"ref32","article-title":"Continual diffusion: Continual customization of text-to-image diffusion with c-lora","author":"Smith","year":"2023","journal-title":"TMLR"},{"key":"ref33","article-title":"Finding experts in transformer models","author":"Suau","year":"2020","journal-title":"arXiv preprint"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3382753"},{"key":"ref35","article-title":"A simple and effective pruning approach for large language models","author":"Sun","year":"2024","journal-title":"ICLR"},{"key":"ref36","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref37","article-title":"p+: Extended textual conditioning in text-toimage generation","author":"Voynov","year":"2023","journal-title":"arXiv preprint"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.765"},{"key":"ref39","article-title":"Human preference score: Better aligning text-toimage models with human preference","author":"Wu","year":"2023","journal-title":"ICCV"},{"key":"ref40","article-title":"Mixture of lora experts","author":"Wu","year":"2024","journal-title":"ICLR"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2025.3633153"},{"key":"ref42","article-title":"Scaling autoregressive models for content-rich text-to-image generation","author":"Yu","year":"2023","journal-title":"TMLR"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00456"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.findings-acl.71"},{"key":"ref45","article-title":"Emergent modularity in pretrained transformers","author":"Zhang","year":"2023","journal-title":"ACL"}],"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\/11446037.pdf?arnumber=11446037","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T06:39:50Z","timestamp":1777531190000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11446037\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":45,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.01439","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}