{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T03:29:09Z","timestamp":1777865349933,"version":"3.51.4"},"reference-count":61,"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"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/iccv51701.2025.01462","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"15760-15769","source":"Crossref","is-referenced-by-count":0,"title":["Stylekeeper: Prevent Content Leakage using Negative Visual Query Guidance"],"prefix":"10.1109","author":[{"given":"Jaeseok","family":"Jeong","sequence":"first","affiliation":[{"name":"Yonsei University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junho","family":"Kim","sequence":"additional","affiliation":[{"name":"NAVER AI Lab"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gayoung","family":"Lee","sequence":"additional","affiliation":[{"name":"NAVER AI Lab"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yunjey","family":"Choi","sequence":"additional","affiliation":[{"name":"NAVER AI Lab"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Youngjung","family":"Uh","sequence":"additional","affiliation":[{"name":"Yonsei University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3641519.3657423"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3610548.3618154"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.02062"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00951"},{"key":"ref5","article-title":"Cfg++: Manifold-constrained classifier free guidance for diffusion models","volume-title":"arXiv preprint","author":"Chung","year":"2024"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00840"},{"key":"ref7","volume-title":"Diffedit: Diffusion-based semantic image editing with mask guidance","author":"Couairon","year":"2022"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01104"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00214"},{"key":"ref10","article-title":"An image is worth one word: Personalizing text-to-image generation using textual inversion","volume-title":"ICLR","author":"Gal","year":"2022"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72630-9_23"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1167\/16.12.326"},{"key":"ref13","article-title":"Highly personalized text embedding for image manipulation by stable diffusion","author":"Han","year":"2023","journal-title":"arXiv"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/wacv57701.2024.00424"},{"key":"ref15","author":"Hertz","year":"2022","journal-title":"Prompt-to-prompt image editing with cross attention control"},{"key":"ref16","article-title":"Style aligned image generation via shared attention","author":"Hertz","year":"2023","journal-title":"arXiv"},{"key":"ref17","article-title":"Classifier-free diffusion guidance","author":"Ho","year":"2022","journal-title":"arXiv preprint"},{"key":"ref18","article-title":"Denoising diffusion probabilistic models","author":"Ho","year":"2020","journal-title":"NeurIPS"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01185"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/wacv57701.2024.00507"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00192"},{"key":"ref22","article-title":"Diffusion models already have a semantic latent space","author":"Kwon","year":"2023","journal-title":"ICLR"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02156"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19790-1_26"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00658"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2307\/2280095"},{"key":"ref27","article-title":"Not all diffusion model activations have been evaluated as discriminative features","author":"Meng","year":"2024","journal-title":"arXiv preprint"},{"key":"ref28","article-title":"SDEdit: Guided image synthesis and editing with stochastic differential equations","volume-title":"ICLR","author":"Meng","year":"2022"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/wacv61041.2025.00207"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00585"},{"key":"ref31","article-title":"Visual instruction inversion: Image editing via visual prompting","author":"Nguyen","year":"2023","journal-title":"NeurIPS"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00603"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.52202\/075280-1048"},{"key":"ref34","article-title":"Sdxl: Improving latent diffusion models for high-resolution image synthesis","volume-title":"arXiv","author":"Podell","year":"2023"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00830"},{"key":"ref36","article-title":"Learning transferable visual models from natural language supervision","author":"Radford","year":"2021","journal-title":"ICML"},{"key":"ref37","first-page":"8821","article-title":"Zero-shot text-to-image generation","author":"Ramesh","year":"2021","journal-title":"ICML"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02155"},{"key":"ref40","volume-title":"Low-rank adaptation for fast text-to-image diffusion fine-tuning","author":"Ryu","year":"2023"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00860"},{"key":"ref42","article-title":"Styledrop: Text-to-image synthesis of any style","volume-title":"NeurIPS","author":"Sohn","year":"2023"},{"key":"ref43","article-title":"Denoising diffusion implicit models","author":"Song","year":"2020","journal-title":"ICLR"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3588432.3591558"},{"key":"ref45","article-title":"Imagebrush: Learning visual in-context instructions for exemplar-based image manipulation","author":"Sun","year":"2023","journal-title":"NeurIPS"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00191"},{"key":"ref47","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"NeurIPS"},{"key":"ref48","article-title":"p+: Extended textual conditioning in text-to-image generation","author":"Voynov","year":"2023","journal-title":"arXiv"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52729.2023.02158"},{"key":"ref50","article-title":"Instantstyle: Free lunch towards style-preserving in text-to-image generation","author":"Wang","year":"2024","journal-title":"arXiv preprint"},{"key":"ref51","article-title":"Instantstyle-plus: Style transfer with content-preserving in text-to-image generation","author":"Wang","year":"2024","journal-title":"arXiv preprint"},{"key":"ref52","article-title":"Styleadapter: A single-pass lora-free model for stylized image generation","author":"Wang","year":"2023","journal-title":"arXiv"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00678"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00701"},{"key":"ref55","article-title":"Csgo: Content-style composition in text-to-image generation","author":"Xing","year":"2024","journal-title":"arXiv preprint"},{"key":"ref56","article-title":"Inversion-free image editing with natural language","author":"Xu","year":"2023","journal-title":"arXiv"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3610548.3618160"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00156"},{"key":"ref59","article-title":"Ipadapter: Text compatible image prompt adapter for text-to-image diffusion models","author":"Ye","year":"2023","journal-title":"arXiv"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00355"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"}],"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\/11445621.pdf?arnumber=11445621","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T06:18:43Z","timestamp":1777529923000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11445621\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":61,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.01462","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}