{"id":"https://openalex.org/W4393158445","doi":"https://doi.org/10.1609/aaai.v38i2.27928","title":"CycleVTON: A Cycle Mapping Framework for Parser-Free Virtual Try-On","display_name":"CycleVTON: A Cycle Mapping Framework for Parser-Free Virtual Try-On","publication_year":2024,"publication_date":"2024-03-24","ids":{"openalex":"https://openalex.org/W4393158445","doi":"https://doi.org/10.1609/aaai.v38i2.27928"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v38i2.27928","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1609/aaai.v38i2.27928","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27928/27877","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27928/27877","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054459288","display_name":"Chenghu Du","orcid":"https://orcid.org/0000-0001-7275-5064"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenghu Du","raw_affiliation_strings":["Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103265176","display_name":"Junyin Wang","orcid":"https://orcid.org/0009-0008-5845-3615"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyin Wang","raw_affiliation_strings":["Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101967703","display_name":"Yi Rong","orcid":"https://orcid.org/0000-0003-4867-6811"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Rong","raw_affiliation_strings":["Wuhan University of Technology\nSanya Science and Education Innovation Park, Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology\nSanya Science and Education Innovation Park, Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112905024","display_name":"Shuqing Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqing Liu","raw_affiliation_strings":["Wuhan Textile University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan Textile University","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100399811","display_name":"Kai Liu","orcid":"https://orcid.org/0000-0001-7252-5939"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Liu","raw_affiliation_strings":["Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101598103","display_name":"Shengwu Xiong","orcid":"https://orcid.org/0000-0002-3836-0664"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengwu Xiong","raw_affiliation_strings":["Wuhan University of Technology\nShanghai AI Laboratory\nSanya Science and Education Innovation Park, Wuhan University of Technology\nQiongtai Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology\nShanghai AI Laboratory\nSanya Science and Education Innovation Park, Wuhan University of Technology\nQiongtai Normal University","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5224,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5733623,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"38","issue":"2","first_page":"1618","last_page":"1625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9700999855995178,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9700999855995178,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9480000138282776,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.7988702654838562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7242829203605652},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3837797939777374}],"concepts":[{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.7988702654838562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7242829203605652},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3837797939777374}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1609/aaai.v38i2.27928","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1609/aaai.v38i2.27928","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27928/27877","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v38i2.27928","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1609/aaai.v38i2.27928","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27928/27877","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1165498589","display_name":null,"funder_award_id":"2021KF0031","funder_id":"https://openalex.org/F4320324638","funder_display_name":"Wuhan University of Technology"},{"id":"https://openalex.org/G4653825012","display_name":null,"funder_award_id":"62176194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6356431383","display_name":null,"funder_award_id":"2022ZD0160604","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6488686889","display_name":null,"funder_award_id":"SCKJ-JYRC-2022-76","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7169761342","display_name":null,"funder_award_id":"2023BAB083","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7777819896","display_name":null,"funder_award_id":"-2022","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324116","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17"},{"id":"https://openalex.org/F4320324638","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393158445.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2135377272","https://openalex.org/W2331128040","https://openalex.org/W2348664362","https://openalex.org/W2605287558","https://openalex.org/W2883309205","https://openalex.org/W2908510526","https://openalex.org/W2962793481","https://openalex.org/W2963981733","https://openalex.org/W2964050021","https://openalex.org/W2991079364","https://openalex.org/W3007268491","https://openalex.org/W3013135579","https://openalex.org/W3039438966","https://openalex.org/W3110156989","https://openalex.org/W3134864951","https://openalex.org/W3139152432","https://openalex.org/W3152242788","https://openalex.org/W3175714707","https://openalex.org/W3176825610","https://openalex.org/W3200637057","https://openalex.org/W4224309919","https://openalex.org/W4245432128","https://openalex.org/W4283714803","https://openalex.org/W4286224620","https://openalex.org/W4301206121","https://openalex.org/W4302023197","https://openalex.org/W4312323657","https://openalex.org/W4313065289","https://openalex.org/W4361192748","https://openalex.org/W6654229688","https://openalex.org/W6704970058","https://openalex.org/W6745588377","https://openalex.org/W6810827426"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Image-based":[0],"virtual":[1],"try-on":[2,102,134],"aims":[3],"to":[4,26,37,41,87,105,153,165,189,226],"transfer":[5],"a":[6,10,97,107,123,138,149,182],"target":[7,194],"clothing":[8,19,64,160,174,195],"onto":[9],"specific":[11],"person.":[12],"A":[13,29],"significant":[14],"challenge":[15],"is":[16,53,71],"arbitrarily":[17,158],"matched":[18,159],"and":[20,61,73,161,175,206],"person":[21,162],"lack":[22],"corresponding":[23],"ground":[24],"truth":[25],"supervised":[27,111,155],"learning.":[28],"recent":[30],"pioneering":[31],"work":[32],"leveraged":[33],"an":[34],"improved":[35],"cycleGAN":[36],"enable":[38],"one":[39],"network":[40,48,109],"generate":[42],"the":[43,57,63,77,82,93,101,143,166,171,176,190,193,199],"desired":[44],"image":[45],"for":[46,110],"another":[47],"during":[49],"training.":[50],"However,":[51],"there":[52],"no":[54],"difference":[55],"in":[56,92],"result":[58],"distribution":[59],"before":[60],"after":[62],"changes.":[65],"Therefore,":[66],"using":[67,137],"two":[68],"different":[69],"networks":[70],"unnecessary":[72],"may":[74],"even":[75],"increase":[76],"difficulty":[78],"of":[79,157,192],"convergence.":[80],"Furthermore,":[81],"introduced":[83],"human":[84,115,177],"parsing":[85],"used":[86],"provide":[88],"body":[89],"structure":[90],"information":[91],"input":[94],"also":[95],"have":[96],"negative":[98],"impact":[99],"on":[100,214],"result.":[103],"How":[104],"employ":[106],"single":[108],"learning":[112,156],"while":[113],"eliminating":[114],"parsing?":[116],"To":[117],"tackle":[118],"these":[119],"issues,":[120],"we":[121,147,180],"present":[122],"Cycle":[124],"mapping":[125,140],"Virtual":[126],"Try-On":[127],"Network":[128],"(CycleVTON),":[129],"which":[130],"can":[131,187],"produce":[132],"photo-realistic":[133],"results":[135],"by":[136,196,203],"cycle":[139],"framework":[141],"without":[142],"parser.":[144],"In":[145],"particular,":[146],"introduce":[148],"flow":[150],"constraint":[151],"loss":[152],"achieve":[154],"as":[163],"inputs":[164],"deformer,":[167],"thus":[168],"naturally":[169],"mimicking":[170],"interaction":[172],"between":[173],"body.":[178],"Additionally,":[179],"design":[181],"skin":[183,200,209],"generation":[184],"strategy":[185],"that":[186,218],"adapt":[188],"shape":[191],"dynamically":[197],"adjusting":[198],"region,":[201],"i.e.,":[202],"first":[204],"removing":[205],"then":[207],"filling":[208],"areas.":[210],"Extensive":[211],"experiments":[212],"conducted":[213],"challenging":[215],"benchmarks":[216],"demonstrate":[217],"our":[219],"proposed":[220],"method":[221],"exhibits":[222],"superior":[223],"performance":[224],"compared":[225],"state-of-the-art":[227],"methods.":[228]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}