{"id":"https://openalex.org/W7164196223","doi":"https://doi.org/10.48550/arxiv.2606.11148","title":"MOFA-VTON: More Fashion Possibilities with Fine-Grained Adaptations in Virtual Try-On","display_name":"MOFA-VTON: More Fashion Possibilities with Fine-Grained Adaptations in Virtual Try-On","publication_year":2026,"publication_date":"2026-06-09","ids":{"openalex":"https://openalex.org/W7164196223","doi":"https://doi.org/10.48550/arxiv.2606.11148"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.11148","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.11148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.11148","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138364887","display_name":"Xiaoyu Han","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Han, Xiaoyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138376190","display_name":"Chenyang Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Chenyang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138393258","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0002-5418-0217"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Jing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085352549","display_name":"Shunyuan Zheng","orcid":"https://orcid.org/0000-0001-5056-614X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheng, Shunyuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138334914","display_name":"Quanling Meng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meng, Quanling","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138353508","display_name":"Shengping Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Shengping","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9243999719619751,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9243999719619751,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.039000000804662704,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.012000000104308128,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.8022000193595886},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5702000260353088},{"id":"https://openalex.org/keywords/virtual-actor","display_name":"Virtual actor","score":0.4431999921798706},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.42669999599456787},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.38519999384880066},{"id":"https://openalex.org/keywords/fashion-design","display_name":"Fashion design","score":0.3732999861240387}],"concepts":[{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.8022000193595886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6938999891281128},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5702000260353088},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.521399974822998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4643000066280365},{"id":"https://openalex.org/C150303390","wikidata":"https://www.wikidata.org/wiki/Q1983852","display_name":"Virtual actor","level":3,"score":0.4431999921798706},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43650001287460327},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.4300999939441681},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.42669999599456787},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.38519999384880066},{"id":"https://openalex.org/C91672089","wikidata":"https://www.wikidata.org/wiki/Q29583","display_name":"Fashion design","level":3,"score":0.3732999861240387},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.3467999994754791},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3273000121116638},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.31029999256134033},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.30730000138282776},{"id":"https://openalex.org/C2989395177","wikidata":"https://www.wikidata.org/wiki/Q12684","display_name":"Fashion industry","level":3,"score":0.26159998774528503}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.11148","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.11148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.11148","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.11148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Virtual":[0,88],"try-on":[1,17,76,95,106],"aims":[2],"to":[3,37,156],"fit":[4],"an":[5],"in-shop":[6],"clothing":[7,54,68,103],"image":[8],"onto":[9],"a":[10,48,92,117,127,195],"specific":[11],"human":[12,168],"body.":[13],"An":[14],"optimal":[15],"virtual":[16,94,220],"method":[18,182],"should":[19],"provide":[20],"diverse":[21],"and":[22,40,74,135,163,185,202,214],"flexible":[23,184],"dressing":[24,62],"options,":[25],"accurately":[26],"reflecting":[27],"the":[28,52,56,60,131,141,153,167,171,175,192],"varied":[29],"wearing":[30],"styles":[31],"encountered":[32],"in":[33,72,87,105],"real-life":[34],"scenarios,":[35],"tailored":[36],"individual":[38],"preferences":[39],"fashion":[41,217],"aspirations.":[42],"However,":[43],"current":[44],"methods":[45,213],"predominantly":[46],"perform":[47],"direct":[49],"replacement":[50],"of":[51,166,174,188,194],"original":[53],"with":[55,84],"target":[57,189],"clothing,":[58,190],"following":[59],"same":[61],"pattern.":[63],"This":[64],"limited":[65],"control":[66],"over":[67],"adaptation":[69],"may":[70],"result":[71],"fixed":[73,196],"monotonous":[75],"outputs.":[77],"To":[78],"delve":[79],"into":[80,126],"More":[81],"Fashion":[82],"Possibilities":[83],"Fine-Grained":[85],"Adaptations":[86],"Try-On,":[89],"we":[90,114,146],"propose":[91,147],"novel":[93],"method,":[96],"termed":[97],"MOFA-VTON,":[98],"which":[99],"allows":[100],"adjustment":[101,149],"for":[102,140,161,219],"adaptations":[104,187],"results":[107],"through":[108],"simple":[109],"sketches":[110,125],"by":[111],"users.":[112],"Specifically,":[113],"first":[115],"design":[116],"mask":[118,134],"construction":[119],"strategy":[120],"that":[121,151,206],"transforms":[122],"user-drawn":[123],"curve":[124],"dual-region":[128],"mask,":[129],"replacing":[130],"traditional":[132],"clothing-agnostic":[133],"providing":[136],"fine-grained":[137,186],"layout":[138,148,159],"guidance":[139],"subsequent":[142],"generation":[143],"process.":[144],"Further,":[145],"blocks":[150],"utilize":[152],"cross-attention":[154],"mechanism":[155],"independently":[157],"learn":[158],"correspondences":[160],"upper":[162],"lower":[164],"regions":[165],"body,":[169],"refining":[170],"spatial":[172],"arrangement":[173],"two":[176],"regions.":[177],"With":[178],"these":[179],"implementations,":[180],"our":[181,207],"enables":[183],"overcoming":[191],"constraints":[193],"layout.":[197],"Extensive":[198],"experiments":[199],"on":[200],"VITON-HD":[201],"DressCode":[203],"datasets":[204],"demonstrate":[205],"proposed":[208],"MOFA-VTON":[209],"outperforms":[210],"previous":[211],"state-of-the-art":[212],"provides":[215],"more":[216],"possibilities":[218],"try-on.":[221]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-11T00:00:00"}