{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T06:21:31Z","timestamp":1778048491204,"version":"3.51.4"},"reference-count":49,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T00:00:00Z","timestamp":1772755200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T00:00:00Z","timestamp":1772755200000},"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":[[2026,3,6]]},"DOI":"10.1109\/wacv61042.2026.00706","type":"proceedings-article","created":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T19:59:32Z","timestamp":1778011172000},"page":"7312-7321","source":"Crossref","is-referenced-by-count":0,"title":["SCAdapter: Content-Style Disentanglement for Diffusion Style Transfer"],"prefix":"10.1109","author":[{"given":"Luan Thanh","family":"Trinh","sequence":"first","affiliation":[{"name":"LY Corporation"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01767"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/iccv51070.2023.02106"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01461"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00840"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01104"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00214"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.265"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.5555\/2969033.2969125"},{"key":"ref9","article-title":"Prompt-to-prompt image editing with cross-attention control","volume-title":"The Eleventh International Conference on Learning Representations","author":"Hertz"},{"key":"ref10","article-title":"Prompt-to-prompt image editing with cross attention control","author":"Hertz","year":"2023"},{"key":"ref11","first-page":"30","article-title":"Gans trained by a two time-scale update rule converge to a local nash equilibrium","author":"Heusel","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.02080"},{"key":"ref13","author":"Huang","year":"2025","journal-title":"Attenst: A training-free attention-driven style transfer framework with pre-trained diffusion models"},{"key":"ref14","article-title":"Training-free style transfer emerges from h-space in diffusion models","author":"Jeong","year":"2023"},{"key":"ref15","article-title":"Bayesian representation learning with oracle constraints","author":"Karaletsos","year":"2015"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01372"},{"key":"ref17","article-title":"Diffusion-based image translation using disentangled style and content representation","author":"Kwon","year":"2022"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.618"},{"key":"ref19","first-page":"4","volume-title":"The concept of style","author":"Lang","year":"1987"},{"key":"ref20","article-title":"Style-tokenizer: Defining image style by a single instance for controlling diffusion models","author":"Li","year":"2024","journal-title":"European Computer Vision Association (ECCV)"},{"key":"ref21","article-title":"Universal style transfer via feature transforms","author":"Li","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"ref23","author":"Liu","year":"2021","journal-title":"Blendgan: Implicitly gan blending for arbitrary stylized face generation"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16788-1_34"},{"key":"ref25","article-title":"Public domain 12m: A highly aesthetic image-text dataset with novel governance mechanisms","author":"Meyer","year":"2024"},{"key":"ref26","article-title":"Glide: Towards photorealistic image generation and editing with text-guided diffusion models","author":"Nichol","year":"2021"},{"key":"ref27","article-title":"Sdxl: Improving latent diffusion models for high-resolution image synthesis","author":"Podell","year":"2023"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00830"},{"key":"ref29","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"International conference on machine learning","author":"Radford"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.52202\/068431-2643"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1833"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2866698"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00193"},{"key":"ref35","article-title":"Instantstyle: Free lunch towards style-preserving in text-to-image generation","author":"Wang","year":"2024"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00781"},{"key":"ref37","article-title":"Styleadapter: A single-pass lora-free model for stylized image generation","author":"Wang","year":"2023"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00706"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00706"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.167"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.02091"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.02091"},{"key":"ref43","article-title":"Ipadapter: Text compatible image prompt adapter for text-to-image diffusion models","author":"Ye","year":"2023"},{"key":"ref44","article-title":"A large-scale study of representation learning with the visual task adaptation benchmark","author":"Zhai","year":"2020"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00355"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00787"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3528233.3530736"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00978"}],"event":{"name":"2026 IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV)","location":"Tucson, AZ, USA","start":{"date-parts":[[2026,3,6]]},"end":{"date-parts":[[2026,3,10]]}},"container-title":["2026 IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11491838\/11491925\/11492393.pdf?arnumber=11492393","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T06:06:12Z","timestamp":1778047572000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11492393\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,6]]},"references-count":49,"URL":"https:\/\/doi.org\/10.1109\/wacv61042.2026.00706","relation":{},"subject":[],"published":{"date-parts":[[2026,3,6]]}}}