{"id":"https://openalex.org/W4411171955","doi":"https://doi.org/10.1109/tcsvt.2025.3578461","title":"Cross-Attention With Conditional Matching for Multi-Target Domain Adaptation","display_name":"Cross-Attention With Conditional Matching for Multi-Target Domain Adaptation","publication_year":2025,"publication_date":"2025-06-10","ids":{"openalex":"https://openalex.org/W4411171955","doi":"https://doi.org/10.1109/tcsvt.2025.3578461"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3578461","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3578461","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5037443625","display_name":"Qing Tian","orcid":"https://orcid.org/0000-0003-0030-3645"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I77631543","display_name":"Wuxi Institute of Technology","ror":"https://ror.org/00ab95029","country_code":"CN","type":"education","lineage":["https://openalex.org/I77631543"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qing Tian","raw_affiliation_strings":["School of Software, Nanjing University of Information Science and Technology, Nanjing, China","School of Software, and Wuxi Institute of Technology, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0030-3645","affiliations":[{"raw_affiliation_string":"School of Software, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Software, and Wuxi Institute of Technology, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125","https://openalex.org/I77631543"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiang Liu","orcid":"https://orcid.org/0009-0008-1571-2007"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Liu","raw_affiliation_strings":["MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","School of Cyberspace Security, School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0008-1571-2007","affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"School of Cyberspace Security, School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104148672","display_name":"Jiazhong Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiazhong Zhou","raw_affiliation_strings":["MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","School of Cyberspace Security, School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"School of Cyberspace Security, School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087119507","display_name":"Yuhui Zheng","orcid":"https://orcid.org/0000-0002-1709-3093"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhui Zheng","raw_affiliation_strings":["School of Cyber Science and Engineering, School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-1709-3093","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063979916","display_name":"Jun Wan","orcid":"https://orcid.org/0000-0002-4735-2885"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wan","raw_affiliation_strings":["School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4735-2885","affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109299788","display_name":"Zhen Lei","orcid":"https://orcid.org/0000-0002-0791-189X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Lei","raw_affiliation_strings":["School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0791-189X","affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5037443625"],"corresponding_institution_ids":["https://openalex.org/I200845125","https://openalex.org/I77631543"],"apc_list":null,"apc_paid":null,"fwci":2.1733,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88831611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"35","issue":"11","first_page":"10918","last_page":"10929"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9936000108718872,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9936000108718872,"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/T12676","display_name":"Machine Learning and ELM","score":0.9656000137329102,"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":0.6264328956604004},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5099509954452515},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4762965738773346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41970300674438477},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4135134816169739},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.41101711988449097},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24153289198875427},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.165609210729599},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11900928616523743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6264328956604004},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5099509954452515},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4762965738773346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41970300674438477},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4135134816169739},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.41101711988449097},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24153289198875427},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.165609210729599},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11900928616523743},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2025.3578461","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3578461","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1554399435","display_name":null,"funder_award_id":"No. NJ2022028","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2394944468","display_name":null,"funder_award_id":"NJ2023032","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3901081597","display_name":null,"funder_award_id":"BK20231143","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G8034749032","display_name":null,"funder_award_id":"62176128","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1722318740","https://openalex.org/W2108598243","https://openalex.org/W2165698076","https://openalex.org/W2570431255","https://openalex.org/W2593768305","https://openalex.org/W2627183927","https://openalex.org/W2798199013","https://openalex.org/W2954272849","https://openalex.org/W2962897020","https://openalex.org/W2963858297","https://openalex.org/W2981720610","https://openalex.org/W2985836869","https://openalex.org/W3003384866","https://openalex.org/W3003957020","https://openalex.org/W3007824573","https://openalex.org/W3039883906","https://openalex.org/W3088032605","https://openalex.org/W3094502228","https://openalex.org/W3109093849","https://openalex.org/W3118945974","https://openalex.org/W3138516171","https://openalex.org/W3156460145","https://openalex.org/W3182200686","https://openalex.org/W3183605589","https://openalex.org/W3193387901","https://openalex.org/W3206558844","https://openalex.org/W4213056112","https://openalex.org/W4213177592","https://openalex.org/W4280635247","https://openalex.org/W4285820676","https://openalex.org/W4288064774","https://openalex.org/W4290888597","https://openalex.org/W4308234052","https://openalex.org/W4312354123","https://openalex.org/W4312729251","https://openalex.org/W4312792979","https://openalex.org/W4313152495","https://openalex.org/W4318953229","https://openalex.org/W4319299795","https://openalex.org/W4319300881","https://openalex.org/W4319302771","https://openalex.org/W4320015765","https://openalex.org/W4328055065","https://openalex.org/W4382240129","https://openalex.org/W4385245566","https://openalex.org/W4385478108"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W3203792196","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":{"As":[0],"an":[1],"emerging":[2],"direction":[3],"of":[4,16,50,110,135,168,177,194],"machine":[5],"learning,":[6],"multi-target":[7,77,87],"domain":[8,30,75,78],"adaptation":[9,31,116],"(MTDA)":[10],"aims":[11,91],"to":[12,19,34,69,92,131],"address":[13],"the":[14,37,71,94,107,123,133,138,147,158,162,173,178,181,192],"challenges":[15,72],"adapting":[17],"models":[18],"multiple":[20,41,118,154],"target":[21,42,112,141,148],"domains.":[22,43,119,155],"However,":[23],"existing":[24],"studies":[25],"often":[26],"focus":[27],"on":[28],"single-target":[29],"or":[32],"fail":[33],"delve":[35],"into":[36,105,161],"complexities":[38],"associated":[39],"with":[40,62],"So":[44],"there":[45],"is":[46],"a":[47,60,85,128],"notable":[48],"lack":[49],"comprehensive":[51],"research":[52],"and":[53,80,126,140,175,187],"exploration":[54],"in":[55],"MTDA.":[56],"Consequently,":[57],"we":[58,83,121,171],"propose":[59],"cross-attention":[61,129,159],"conditional":[63,88],"matching":[64,89],"for":[65],"MTDA":[66],"that":[67,90],"intends":[68],"overcome":[70],"posed":[73],"by":[74,97],"discrepancy,":[76],"heterogeneity,":[79],"scalability.":[81],"Foremost,":[82],"design":[84],"novel":[86],"align":[93],"sample":[95],"distribution":[96],"leveraging":[98],"nearest":[99],"neighbor":[100],"principle.":[101],"This":[102],"strategy":[103],"takes":[104],"account":[106],"unique":[108],"characteristics":[109],"each":[111],"domain,":[113],"facilitating":[114],"adaptive":[115],"across":[117,137],"Furthermore,":[120],"use":[122],"transformer":[124],"module":[125],"well-design":[127],"mechanism":[130,160],"facilitate":[132],"alignment":[134,167],"distributions":[136],"source":[139],"domains,":[142,149],"as":[143,145],"well":[144],"among":[146,153],"thus":[150],"mitigating":[151],"discrepancies":[152],"Through":[156],"integrating":[157],"training":[163],"phase,":[164],"attaining":[165],"effective":[166,186],"cross-domain":[169],"distributions,":[170],"improve":[172],"adaptability":[174],"performance":[176],"method.":[179],"By":[180],"end,":[182],"our":[183,195],"approach":[184],"demonstrates":[185],"superior":[188],"experimental":[189],"results":[190],"indicating":[191],"significance":[193],"work.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}