{"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/fashion-attgan-attribute-aware-fashion","title":"Fashion-AttGAN: Attribute-Aware Fashion Editing with Multi-Objective GAN","arxiv_id":"1904.07460","date":"2019-04-16","proceeding":null,"authors":["Qing Ping","Bing Wu","Wanying Ding","Jiangbo Yuan"],"abstract":"In this paper, we introduce attribute-aware fashion-editing, a novel task, to\nthe fashion domain. We re-define the overall objectives in AttGAN and propose\nthe Fashion-AttGAN model for this new task. A dataset is constructed for this\ntask with 14,221 and 22 attributes, which has been made publically available.\nExperimental results show the effectiveness of our Fashion-AttGAN on fashion\nediting over the original AttGAN.","url_abs":"http://arxiv.org/abs/1904.07460v2","url_pdf":"http://arxiv.org/pdf/1904.07460v2.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":"fashion-attgan-attribute-aware-fashion","repo_url":"https://github.com/ChanningPing/Fashion_Attribute_Editing","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"tf","reach":null},{"paper_slug":"fashion-attgan-attribute-aware-fashion","repo_url":"https://github.com/ChanningPing/Fashion_AttGAN","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null},{"paper_slug":"fashion-attgan-attribute-aware-fashion","repo_url":"https://github.com/2023-MindSpore-4/Code8/tree/main/AttGAN","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"mindspore","reach":null},{"paper_slug":"fashion-attgan-attribute-aware-fashion","repo_url":"https://github.com/2024-MindSpore-1/Code6/tree/main/AttGAN","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"mindspore","reach":null}],"tasks":[{"task_slug":"attribute","task_name":"Attribute"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}