{"id":"https://openalex.org/W3048725906","doi":"https://doi.org/10.1145/3394171.3413785","title":"Retrieval Guided Unsupervised Multi-domain Image to Image Translation","display_name":"Retrieval Guided Unsupervised Multi-domain Image to Image Translation","publication_year":2020,"publication_date":"2020-10-12","ids":{"openalex":"https://openalex.org/W3048725906","doi":"https://doi.org/10.1145/3394171.3413785","mag":"3048725906"},"language":"en","primary_location":{"id":"doi:10.1145/3394171.3413785","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3394171.3413785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2008.04991","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041037403","display_name":"Ra\u00fal G\u00f3mez","orcid":"https://orcid.org/0000-0003-4460-3500"},"institutions":[{"id":"https://openalex.org/I4210087295","display_name":"Centre Tecnologic de Telecomunicacions de Catalunya","ror":"https://ror.org/001cwea56","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210087295","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Raul Gomez","raw_affiliation_strings":["Centre Tecnologic de Catalunya - Computer Vision Center, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre Tecnologic de Catalunya - Computer Vision Center, Barcelona, Spain","institution_ids":["https://openalex.org/I4210087295","https://openalex.org/I4387153096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375513","display_name":"Yahui Liu","orcid":"https://orcid.org/0000-0003-4398-8867"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]},{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Yahui Liu","raw_affiliation_strings":["University of Trento &Fondazione Bruno Kessler, Trento, Italy","University of Trento &Fondazione Bruno Kessler, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento &Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I193223587","https://openalex.org/I2277624104"]},{"raw_affiliation_string":"University of Trento &Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I193223587","https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081236916","display_name":"Marco De Nadai","orcid":"https://orcid.org/0000-0001-8466-3933"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco De Nadai","raw_affiliation_strings":["Fondazione Bruno Kessler, Trento, Italy","Fondazione Bruno Kessler Trento Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]},{"raw_affiliation_string":"Fondazione Bruno Kessler Trento Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029375723","display_name":"D\u00ecmosthenis Karatzas","orcid":"https://orcid.org/0000-0001-8762-4454"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Dimosthenis Karatzas","raw_affiliation_strings":["Universitat Autonoma de Barcelona - Computer Vision Centre, Barcelona, Spain","Universitat Aut\u00f2noma de Barcelona, Computer Vision Centre, Barcelona, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Autonoma de Barcelona - Computer Vision Centre, Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]},{"raw_affiliation_string":"Universitat Aut\u00f2noma de Barcelona, Computer Vision Centre, Barcelona, Spain#TAB#","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048877432","display_name":"Bruno Lepri","orcid":"https://orcid.org/0000-0003-1275-2333"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Bruno Lepri","raw_affiliation_strings":["Fondazione Bruno Kessler, Trento, Italy","Fondazione Bruno Kessler Trento Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]},{"raw_affiliation_string":"Fondazione Bruno Kessler Trento Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027171279","display_name":"Nicu Sebe","orcid":"https://orcid.org/0000-0002-6597-7248"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicu Sebe","raw_affiliation_strings":["University of Trento & Huawei Ireland, Trento, Italy","University of Trento & Huawei Ireland, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento & Huawei Ireland, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"University of Trento & Huawei Ireland, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3164","last_page":"3172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9962000250816345,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9962000250816345,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9961000084877014,"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":0.9934999942779541,"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/image-translation","display_name":"Image translation","score":0.8485448360443115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.777847170829773},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.715887188911438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7076863050460815},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6945570707321167},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.6387813091278076},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6369725465774536},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5511568784713745},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5382243394851685},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4825133979320526},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.48137620091438293},{"id":"https://openalex.org/keywords/visual-word","display_name":"Visual Word","score":0.4729941785335541},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3941943645477295},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09796857833862305}],"concepts":[{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.8485448360443115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.777847170829773},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.715887188911438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7076863050460815},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6945570707321167},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.6387813091278076},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6369725465774536},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5511568784713745},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5382243394851685},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4825133979320526},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.48137620091438293},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.4729941785335541},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3941943645477295},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09796857833862305},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3394171.3413785","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3394171.3413785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2008.04991","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2008.04991","pdf_url":"https://arxiv.org/pdf/2008.04991","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3048725906","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2008.04991.pdf","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:iris.unitn.it:11572/284584","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/284584","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.2008.04991","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2008.04991","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":"pmh:oai:arXiv.org:2008.04991","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2008.04991","pdf_url":"https://arxiv.org/pdf/2008.04991","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3048725906.pdf","grobid_xml":"https://content.openalex.org/works/W3048725906.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1527575280","https://openalex.org/W1532499126","https://openalex.org/W1834627138","https://openalex.org/W1975517671","https://openalex.org/W2012955513","https://openalex.org/W2018006179","https://openalex.org/W2085660690","https://openalex.org/W2088009615","https://openalex.org/W2096733369","https://openalex.org/W2099471712","https://openalex.org/W2125389028","https://openalex.org/W2131246314","https://openalex.org/W2194775991","https://openalex.org/W2593414223","https://openalex.org/W2744926832","https://openalex.org/W2783879794","https://openalex.org/W2787928077","https://openalex.org/W2807033398","https://openalex.org/W2883861033","https://openalex.org/W2942626212","https://openalex.org/W2950096404","https://openalex.org/W2953276893","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2962947361","https://openalex.org/W2963073614","https://openalex.org/W2963389687","https://openalex.org/W2963767194","https://openalex.org/W2963800363","https://openalex.org/W2963890275","https://openalex.org/W2963920257","https://openalex.org/W2963981733","https://openalex.org/W2969121634","https://openalex.org/W2970579055","https://openalex.org/W3008672977","https://openalex.org/W3012095477","https://openalex.org/W3099206234","https://openalex.org/W3159890710"],"related_works":["https://openalex.org/W3092738440","https://openalex.org/W1993309640","https://openalex.org/W2948813595","https://openalex.org/W2159429091","https://openalex.org/W2151793713","https://openalex.org/W2000429972","https://openalex.org/W2154047568","https://openalex.org/W2016534444","https://openalex.org/W2905544595","https://openalex.org/W1575902225","https://openalex.org/W1548754334","https://openalex.org/W2887049885","https://openalex.org/W2105673573","https://openalex.org/W3035655364","https://openalex.org/W1987806499","https://openalex.org/W2881612043","https://openalex.org/W2124782626","https://openalex.org/W2903787587","https://openalex.org/W1564115175","https://openalex.org/W3047058320"],"abstract_inverted_index":{"Image":[0],"to":[1,5,17,42,53,73,78,99,112,115,130,134,152],"image":[2,12,96,122,149],"translation":[3,39,103,110,156,190],"aims":[4],"learn":[6],"a":[7,29,34,54,135,142],"mapping":[8],"that":[9,22],"transforms":[10],"an":[11,95,108,121],"from":[13,183],"one":[14,137],"visual":[15,56],"domain":[16],"another.":[18],"Recent":[19],"works":[20],"assume":[21],"images":[23,48,61,83,114,129,132],"descriptors":[24],"can":[25,181],"be":[26],"disentangled":[27],"into":[28],"domain-invariant":[30],"content":[31,45,75,139],"representation":[32],"and":[33,76,81,127,158,172,187],"domain-specific":[35],"style":[36,52,77],"representation.":[37],"Thus,":[38],"models":[40,191],"seek":[41],"preserve":[43],"the":[44,51,70,92,101,148,154,166,169,174,177,193],"of":[46,94,168,176,195],"source":[47],"while":[49],"changing":[50],"target":[55],"domain.":[57,144],"However,":[58],"synthesizing":[59],"new":[60],"is":[62],"extremely":[63],"challenging":[64],"especially":[65],"in":[66,84,138,141,192],"multi-domain":[67],"translations,":[68],"as":[69],"network":[71],"has":[72],"compose":[74],"generate":[79,159],"reliable":[80],"diverse":[82],"multiple":[85,116],"domains.":[86,117],"In":[87],"this":[88],"paper":[89],"we":[90,106,119,146],"propose":[91],"use":[93],"retrieval":[97,123,150,178],"system":[98,151],"assist":[100],"image-to-image":[102,109,155,189],"task.":[104],"First,":[105],"train":[107,120],"model":[111,124,157],"map":[113],"Then,":[118],"using":[125],"real":[126],"generated":[128],"find":[131],"similar":[133],"query":[136],"but":[140],"different":[143],"Finally,":[145],"exploit":[147],"fine-tune":[153],"higher":[160],"quality":[161],"images.":[162],"Our":[163],"experiments":[164],"show":[165],"effectiveness":[167],"proposed":[170],"solution":[171],"highlight":[173],"contribution":[175],"network,":[179],"which":[180],"benefit":[182],"additional":[184],"unlabeled":[185],"data":[186],"help":[188],"presence":[194],"scarce":[196],"data.":[197]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}