{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T10:16:17Z","timestamp":1777889777009,"version":"3.51.4"},"reference-count":69,"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\/501100001809","name":"NSFC","doi-asserted-by":"publisher","award":["62441615,62225603"],"award-info":[{"award-number":["62441615,62225603"]}],"id":[{"id":"10.13039\/501100001809","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\/iccv51701.2025.01778","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"19130-19140","source":"Crossref","is-referenced-by-count":0,"title":["Training-Free Geometric Image Editing on Diffusion Models"],"prefix":"10.1109","author":[{"given":"Hanshen","family":"Zhu","sequence":"first","affiliation":[{"name":"Huazhong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhen","family":"Zhu","sequence":"additional","affiliation":[{"name":"University of Illinois at Urbana-Champaign"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaile","family":"Zhang","sequence":"additional","affiliation":[{"name":"Huazhong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yiming","family":"Gong","sequence":"additional","affiliation":[{"name":"University of Illinois at Urbana-Champaign"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuliang","family":"Liu","sequence":"additional","affiliation":[{"name":"Huazhong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiang","family":"Bai","sequence":"additional","affiliation":[{"name":"Huazhong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3641519.3657423"},{"issue":"3","key":"ref2","article-title":"Improving image generation with better captions","volume":"2","author":"Betker","year":"2023","journal-title":"Computer Science"},{"key":"ref3","article-title":"Demystifying MMD gans","author":"Binkowski","year":"2018","journal-title":"ICLR. OpenReview. net"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.02062"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01437"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73636-0_20"},{"key":"ref7","article-title":"Deep image homography estimation","volume":"abs\/1606.03798","author":"DeTone","year":"2016","journal-title":"CoRR"},{"key":"ref8","article-title":"Diffusion self-guidance for controllable image generation","author":"Epstein","year":"2023","journal-title":"NeurIPS"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00958"},{"key":"ref10","article-title":"Motion guidance: Diffusion-based image editing with differentiable motion estimators","author":"Geng","year":"2024","journal-title":"ICLR"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00667"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00787"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i3.32356"},{"key":"ref14","article-title":"Prompt-to-prompt image editing with cross-attention control","author":"Hertz","year":"2023","journal-title":"ICLR"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00457"},{"key":"ref16","first-page":"6626","article-title":"Gans trained by a two time-scale update rule converge to a local nash equilibrium","author":"Heusel","year":"2017","journal-title":"NeurIPS"},{"key":"ref17","article-title":"Classifier-free diffusion guidance","volume":"abs\/2207.12598","author":"Ho","year":"2022","journal-title":"CoRR"},{"key":"ref18","article-title":"Denoising diffusion probabilistic models","author":"Ho","year":"2020","journal-title":"NeurIPS"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02060"},{"key":"ref20","article-title":"Spatial transformer networks","author":"Jaderberg","year":"2015","journal-title":"NeurIPS. Curran Associates, Inc."},{"key":"ref21","article-title":"Designedit: Multilayered latent decomposition and fusion for unified & accurate image editing","volume":"abs\/2403.14487","author":"Jia","year":"2024","journal-title":"CoRR"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72661-3_9"},{"key":"ref23","article-title":"Pnp inversion: Boosting diffusion-based editing with 3 lines of code","volume-title":"International Conference on Learning Representations (ICLR)","author":"Ju","year":"2024"},{"key":"ref24","article-title":"Denoising diffusion restoration models","author":"Kawar","year":"2022","journal-title":"NeurIPS"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3592433"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00371"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72627-9_10"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01049"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00747"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00644"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00853"},{"key":"ref32","article-title":"Flow straight and fast: Learning to generate and transfer data with rectified flow","author":"Liu","year":"2023","journal-title":"ICLR"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72643-9_14"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01117"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00785"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02398"},{"key":"ref37","first-page":"406","article-title":"Pose guided person image generation","author":"Ma","year":"2017","journal-title":"NeurIPS"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_24"},{"key":"ref39","article-title":"Dragondiffusion: Enabling drag-style manipulation on diffusion models","author":"Mou","year":"2024","journal-title":"ICLR"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72627-9_3"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3588432.3591500"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00735"},{"key":"ref43","article-title":"SDXL: improving latent diffusion models for high-resolution image synthesis","author":"Podell","year":"2024","journal-title":"ICLR"},{"key":"ref44","article-title":"Zero-shot text-to-image generation","author":"Ramesh","year":"2021","journal-title":"ICML, pages 88218831"},{"key":"ref45","article-title":"Hierarchical text-conditional image generation with CLIP latents","volume":"abs\/2204.06125","author":"Ramesh","year":"2022","journal-title":"CoRR"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00610"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref48","article-title":"Photorealistic text-to-image diffusion models with deep language understanding","author":"Saharia","year":"2022","journal-title":"NeurIPS"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/WACV61041.2025.00056"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00844"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3680528.3687668"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00359"},{"key":"ref53","article-title":"Denoising diffusion implicit models","author":"Song","year":"2021","journal-title":"ICLR"},{"key":"ref54","volume-title":"Train stable diffusion for inpainting","author":"Stacchio","year":"2023"},{"key":"ref55","article-title":"Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models","author":"Stein","year":"2023","journal-title":"NeurIPS"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i19.34285"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/WACV51458.2022.00323"},{"key":"ref58","article-title":"Ominicontrol: Minimal and universal control for diffusion transformer","volume":"abs\/2411.15098","author":"Tan","year":"2024","journal-title":"CoRR"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58536-5_24"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3658157"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73232-4_25"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01261-8_36"},{"key":"ref63","article-title":"Dreamclean: Restoring clean image using deep diffusion prior","author":"Xiao","year":"2024","journal-title":"ICLR"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00987"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/3626235"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00406"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00129"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00245"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3068236"}],"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\/11445152.pdf?arnumber=11445152","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:19:15Z","timestamp":1777612755000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11445152\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":69,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.01778","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}