{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/pixel-level-domain-transfer","title":"Pixel-Level Domain Transfer","arxiv_id":"1603.07442","date":"2016-03-24","proceeding":null,"authors":["Donggeun Yoo","Namil Kim","Sunggyun Park","Anthony S. Paek","In So Kweon"],"abstract":"We present an image-conditional image generation model. The model transfers\nan input domain to a target domain in semantic level, and generates the target\nimage in pixel level. To generate realistic target images, we employ the\nreal/fake-discriminator as in Generative Adversarial Nets, but also introduce a\nnovel domain-discriminator to make the generated image relevant to the input\nimage. We verify our model through a challenging task of generating a piece of\nclothing from an input image of a dressed person. We present a high quality\nclothing dataset containing the two domains, and succeed in demonstrating\ndecent results.","url_abs":"http://arxiv.org/abs/1603.07442v3","url_pdf":"http://arxiv.org/pdf/1603.07442v3.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"pixel-level-domain-transfer","repo_url":"https://github.com/tiasmondal/Pixel-level-domain-transfer_Keras","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"conditional-image-generation","task_name":"Conditional Image Generation"},{"task_slug":"image-generation","task_name":"Image Generation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1603.07442","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}