{"id":"https://openalex.org/W2963837733","doi":"https://doi.org/10.1609/aaai.v33i01.33014432","title":"Guiding the One-to-One Mapping in CycleGAN via Optimal Transport","display_name":"Guiding the One-to-One Mapping in CycleGAN via Optimal Transport","publication_year":2019,"publication_date":"2019-07-17","ids":{"openalex":"https://openalex.org/W2963837733","doi":"https://doi.org/10.1609/aaai.v33i01.33014432","mag":"2963837733"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v33i01.33014432","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33014432","pdf_url":null,"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":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1609/aaai.v33i01.33014432","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003878191","display_name":"Guansong Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guansong Lu","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100599390","display_name":"Zhiming Zhou","orcid":"https://orcid.org/0000-0002-7028-7866"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiming Zhou","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101667486","display_name":"Yuxuan Song","orcid":"https://orcid.org/0009-0008-9453-7082"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxuan Song","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102807475","display_name":"Kan Ren","orcid":"https://orcid.org/0000-0002-4032-9615"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kan Ren","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001571390","display_name":"Yong Yu","orcid":"https://orcid.org/0000-0003-0281-8271"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Yu","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":2.0803,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.90592334,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"33","issue":"01","first_page":"4432","last_page":"4439"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9968000054359436,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9968000054359436,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9814000129699707,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9797000288963318,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7425581216812134},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7168744802474976},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.6309478878974915},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5733912587165833},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5530920624732971},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5213719010353088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5043491125106812},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3836827874183655}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7425581216812134},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7168744802474976},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.6309478878974915},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5733912587165833},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5530920624732971},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5213719010353088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5043491125106812},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3836827874183655},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1609/aaai.v33i01.33014432","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33014432","pdf_url":null,"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"},{"id":"pmh:oai:ojs.aaai.org:article/4355","is_oa":true,"landing_page_url":"https://ojs.aaai.org/index.php/AAAI/article/view/4355","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/4355/4233","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2159-5399","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v33i01.33014432","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33014432","pdf_url":null,"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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W385466589","https://openalex.org/W1522301498","https://openalex.org/W1903029394","https://openalex.org/W2010625607","https://openalex.org/W2041719651","https://openalex.org/W2093848332","https://openalex.org/W2100495367","https://openalex.org/W2111087635","https://openalex.org/W2125389028","https://openalex.org/W2158131535","https://openalex.org/W2519536754","https://openalex.org/W2546190447","https://openalex.org/W2546938941","https://openalex.org/W2555632090","https://openalex.org/W2567101557","https://openalex.org/W2581485081","https://openalex.org/W2584009249","https://openalex.org/W2608015370","https://openalex.org/W2749617271","https://openalex.org/W2759973161","https://openalex.org/W2767358676","https://openalex.org/W2785678896","https://openalex.org/W2950776302","https://openalex.org/W2951939904","https://openalex.org/W2962793481","https://openalex.org/W2962947361","https://openalex.org/W2963444790","https://openalex.org/W2963684088","https://openalex.org/W2963709863","https://openalex.org/W2964201867","https://openalex.org/W4293398859","https://openalex.org/W4295521014","https://openalex.org/W4308909683","https://openalex.org/W4320013936","https://openalex.org/W4394670483","https://openalex.org/W6646011798","https://openalex.org/W6673774836","https://openalex.org/W6680004793","https://openalex.org/W6728854242","https://openalex.org/W6729383884","https://openalex.org/W6729874289","https://openalex.org/W6734074887","https://openalex.org/W6774632908"],"related_works":["https://openalex.org/W2081647779","https://openalex.org/W4237750775","https://openalex.org/W2386767533","https://openalex.org/W3135923011","https://openalex.org/W3098582471","https://openalex.org/W1986190647","https://openalex.org/W2401401198","https://openalex.org/W2953269323","https://openalex.org/W2389015757","https://openalex.org/W99879459"],"abstract_inverted_index":{"CycleGAN":[0,53],"is":[1,24,54,80,130],"capable":[2,131],"of":[3,18,31,113,132],"learning":[4,133],"a":[5,56,100,134],"one-to-one":[6,34,49,78,135],"mapping":[7,35,50,79,97,116,136],"between":[8],"two":[9],"data":[10,20],"distributions":[11],"without":[12],"paired":[13],"examples,":[14],"achieving":[15],"the":[16,29,32,48,60,77,106,111,127,138],"task":[17],"unsupervised":[19],"translation.":[21],"However,":[22],"there":[23],"no":[25],"theoretical":[26],"guarantee":[27],"on":[28,66],"property":[30],"learned":[33,51],"in":[36],"CycleGAN.":[37,122],"In":[38],"this":[39,67],"paper,":[40],"we":[41,69],"experimentally":[42],"find":[43],"that,":[44],"under":[45],"some":[46],"circumstances,":[47],"by":[52,99],"just":[55],"random":[57],"one":[58],"within":[59],"large":[61],"feasible":[62],"solution":[63],"space.":[64],"Based":[65],"observation,":[68],"explore":[70],"to":[71,87,92,117],"add":[72],"extra":[73],"constraints":[74],"such":[75],"that":[76,104,126],"controllable":[81],"and":[82,109],"satisfies":[83],"more":[84],"properties":[85],"related":[86],"specific":[88],"tasks.":[89],"We":[90],"propose":[91],"solve":[93],"an":[94],"optimal":[95,114],"transport":[96,115],"restrained":[98],"task-specific":[101],"cost":[102],"function":[103],"reflects":[105],"desired":[107,139],"properties,":[108],"use":[110],"barycenters":[112],"serve":[118],"as":[119],"references":[120],"for":[121],"Our":[123],"experiments":[124],"indicate":[125],"proposed":[128],"algorithm":[129],"with":[137],"properties.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}