{"id":"https://openalex.org/W3043515420","doi":"https://doi.org/10.1109/tmm.2020.3009500","title":"Toward Multi-Modal Conditioned Fashion Image Translation","display_name":"Toward Multi-Modal Conditioned Fashion Image Translation","publication_year":2020,"publication_date":"2020-07-15","ids":{"openalex":"https://openalex.org/W3043515420","doi":"https://doi.org/10.1109/tmm.2020.3009500","mag":"3043515420"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2020.3009500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2020.3009500","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022971426","display_name":"Xiaoling Gu","orcid":"https://orcid.org/0000-0002-2876-1771"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoling Gu","raw_affiliation_strings":["Key Laboratory of Complex Systems Modeling and Simulation, School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2876-1771","affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050817770","display_name":"Jun Yu","orcid":"https://orcid.org/0000-0003-1922-7283"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yu","raw_affiliation_strings":["Key Laboratory of Complex Systems Modeling and Simulation, School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1922-7283","affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020006712","display_name":"Yongkang Wong","orcid":"https://orcid.org/0000-0002-1239-4428"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yongkang Wong","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-1239-4428","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016415049","display_name":"Mohan Kankanhalli","orcid":"https://orcid.org/0000-0002-4846-2015"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mohan S. Kankanhalli","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4846-2015","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.83,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.86032409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"23","issue":null,"first_page":"2361","last_page":"2371"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9918000102043152,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9911999702453613,"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/discriminator","display_name":"Discriminator","score":0.6945592761039734},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.6436471939086914},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.640423059463501},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6336759328842163},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6252685189247131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45710644125938416},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.4201817810535431},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.41293859481811523},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.250336229801178},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.11265012621879578}],"concepts":[{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.6945592761039734},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.6436471939086914},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.640423059463501},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6336759328842163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6252685189247131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45710644125938416},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.4201817810535431},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.41293859481811523},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.250336229801178},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.11265012621879578},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmm.2020.3009500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2020.3009500","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/172480","is_oa":false,"landing_page_url":"https://scholarbank.nus.edu.sg/handle/10635/172480","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Elements","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G2133050864","display_name":"\u57fa\u4e8e\u7528\u6237\u53cd\u9988\u7279\u5f81\u9884\u6d4b\u7684\u7ec6\u7c92\u5ea6\u56fe\u50cf\u5206\u7c7b\u7814\u7a76","funder_award_id":"61972119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2540881713","display_name":null,"funder_award_id":"61802100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7528510259","display_name":"\u57fa\u4e8e\u5927\u89c4\u6a21\u8de8\u5a92\u4f53\u77e5\u8bc6\u7f51\u7edc\u7684\u590d\u6742\u89c6\u9891\u95ee\u7b54\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61836002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7995812293","display_name":null,"funder_award_id":"61971172","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W1527575280","https://openalex.org/W1606177037","https://openalex.org/W1973788353","https://openalex.org/W1994769389","https://openalex.org/W2047809566","https://openalex.org/W2074621908","https://openalex.org/W2103155998","https://openalex.org/W2124592697","https://openalex.org/W2133665775","https://openalex.org/W2135367695","https://openalex.org/W2136340547","https://openalex.org/W2146337213","https://openalex.org/W2157732827","https://openalex.org/W2200092826","https://openalex.org/W2313077179","https://openalex.org/W2318117846","https://openalex.org/W2405756170","https://openalex.org/W2471768434","https://openalex.org/W2483053118","https://openalex.org/W2530372461","https://openalex.org/W2593414223","https://openalex.org/W2609373935","https://openalex.org/W2612135493","https://openalex.org/W2731516742","https://openalex.org/W2757028014","https://openalex.org/W2790194629","https://openalex.org/W2798312861","https://openalex.org/W2798714868","https://openalex.org/W2804743778","https://openalex.org/W2808747415","https://openalex.org/W2894176037","https://openalex.org/W2895668250","https://openalex.org/W2896263514","https://openalex.org/W2940791172","https://openalex.org/W2948500402","https://openalex.org/W2957408986","https://openalex.org/W2962741254","https://openalex.org/W2962753688","https://openalex.org/W2962819541","https://openalex.org/W2962838408","https://openalex.org/W2962963674","https://openalex.org/W2963073614","https://openalex.org/W2963097270","https://openalex.org/W2963373786","https://openalex.org/W2963522749","https://openalex.org/W2963630103","https://openalex.org/W2963708869","https://openalex.org/W2963800363","https://openalex.org/W2963966654","https://openalex.org/W2964002510","https://openalex.org/W2964024144","https://openalex.org/W2964050021","https://openalex.org/W2964216930","https://openalex.org/W2964313012","https://openalex.org/W2964318046","https://openalex.org/W2965898445","https://openalex.org/W2981165461","https://openalex.org/W2986945954","https://openalex.org/W3100153382","https://openalex.org/W3100823116","https://openalex.org/W3101708136","https://openalex.org/W3122238731","https://openalex.org/W4300838842","https://openalex.org/W6631516269","https://openalex.org/W6639118987","https://openalex.org/W6675306007","https://openalex.org/W6679968957","https://openalex.org/W6681686951","https://openalex.org/W6713645886","https://openalex.org/W6718379498","https://openalex.org/W6728889164","https://openalex.org/W6738824914","https://openalex.org/W6748370023","https://openalex.org/W6750427546","https://openalex.org/W6752422777","https://openalex.org/W6754654878","https://openalex.org/W6785648929"],"related_works":["https://openalex.org/W3110074278","https://openalex.org/W2953246223","https://openalex.org/W4293320219","https://openalex.org/W4283584549","https://openalex.org/W2618858825","https://openalex.org/W2554314924","https://openalex.org/W2998859928","https://openalex.org/W3151498616","https://openalex.org/W4381885966","https://openalex.org/W4288256692"],"abstract_inverted_index":{"Having":[0],"the":[1,74,79,84,87,105,114,125,135,140,145,181,188],"capability":[2],"to":[3,89,103,128],"synthesize":[4],"photo-realistic":[5,41],"fashion":[6,44,71,80,92],"product":[7],"images":[8,42,93,138,178,185],"conditioned":[9],"on":[10,95,144],"multiple":[11,47],"attributes":[12],"or":[13],"modalities":[14],"would":[15],"bring":[16],"many":[17],"new":[18,34],"exciting":[19],"applications.":[20],"In":[21,133],"this":[22],"work,":[23],"we":[24],"propose":[25],"an":[26,50],"end-to-end":[27],"network":[28,37,109],"architecture":[29],"that":[30,54,170,179],"built":[31],"upon":[32],"a":[33,57,62,70,118],"generative":[35],"adversarial":[36],"for":[38,112,131,160],"automatically":[39],"synthesizing":[40,176],"of":[43,56,65,124,175,183,190],"products":[45,81],"under":[46],"conditions.":[48],"Given":[49],"input":[51,146],"pose":[52,60,76,147],"image":[53,72,126,148,162],"consists":[55],"2D":[58],"skeleton":[59],"and":[61,77,149,166],"sentence":[63,192],"description":[64],"products,":[66],"our":[67,171],"model":[68],"synthesizes":[69],"preserving":[73],"same":[75],"wearing":[78],"described":[82],"as":[83],"text.":[85],"Specifically,":[86],"generator$G$tries":[88],"generate":[90],"realistic-looking":[91],"based":[94,143],"a$\\langle":[96],"\\mathsf":[97,99],"{pose},":[98],"{text}":[100],"\\rangle$pair":[101],"condition":[102],"fool":[104],"discriminator.":[106],"An":[107],"attention":[108],"is":[110,154,173],"added":[111],"enhancing":[113],"generator,":[115],"which":[116,122],"predicts":[117],"probability":[119],"map":[120],"indicating":[121],"part":[123],"needs":[127],"be":[129],"attended":[130],"translation.":[132],"contrast,":[134],"discriminator$D$distinguishes":[136],"real":[137],"from":[139],"translated":[141],"ones":[142],"text":[150],"description.":[151],"The":[152],"discriminator":[153],"divided":[155],"into":[156],"two":[157],"multi-scale":[158],"sub-discriminators":[159],"improving":[161],"distinguishing":[163],"task.":[164],"Quantitative":[165],"qualitative":[167],"analysis":[168],"demonstrates":[169],"method":[172],"capable":[174],"realistic":[177],"retain":[180],"poses":[182],"given":[184],"while":[186],"matching":[187],"semantics":[189],"provided":[191],"descriptions.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
