{"id":"https://openalex.org/W4378072423","doi":"https://doi.org/10.1007/s40747-023-01094-4","title":"Transferable adversarial masked self-distillation for unsupervised domain adaptation","display_name":"Transferable adversarial masked self-distillation for unsupervised domain adaptation","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4378072423","doi":"https://doi.org/10.1007/s40747-023-01094-4"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-023-01094-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01094-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01094-4.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01094-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103085445","display_name":"Yuelong Xia","orcid":"https://orcid.org/0000-0002-1231-2779"},"institutions":[{"id":"https://openalex.org/I4210138629","display_name":"Yunnan Provincial Department of Education","ror":"https://ror.org/02yrxdp92","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210138629"]},{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuelong Xia","raw_affiliation_strings":["Engineering Research Center of Computer Vision and Intelligent Control Technology, Department of Education of Yunnan Province, Kunming, 650500, China","School of Information Science and Technology, Yunnan Normal University, Kunming, 650500, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Computer Vision and Intelligent Control Technology, Department of Education of Yunnan Province, Kunming, 650500, China","institution_ids":["https://openalex.org/I4210138629"]},{"raw_affiliation_string":"School of Information Science and Technology, Yunnan Normal University, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016289085","display_name":"Lijun Yun","orcid":"https://orcid.org/0000-0003-1780-9650"},"institutions":[{"id":"https://openalex.org/I4210138629","display_name":"Yunnan Provincial Department of Education","ror":"https://ror.org/02yrxdp92","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210138629"]},{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li-Jun Yun","raw_affiliation_strings":["Engineering Research Center of Computer Vision and Intelligent Control Technology, Department of Education of Yunnan Province, Kunming, 650500, China","School of Information Science and Technology, Yunnan Normal University, Kunming, 650500, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Computer Vision and Intelligent Control Technology, Department of Education of Yunnan Province, Kunming, 650500, China","institution_ids":["https://openalex.org/I4210138629"]},{"raw_affiliation_string":"School of Information Science and Technology, Yunnan Normal University, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100520530","display_name":"Chengfu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]},{"id":"https://openalex.org/I4210138629","display_name":"Yunnan Provincial Department of Education","ror":"https://ror.org/02yrxdp92","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210138629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengfu Yang","raw_affiliation_strings":["Engineering Research Center of Computer Vision and Intelligent Control Technology, Department of Education of Yunnan Province, Kunming, 650500, China","School of Information Science and Technology, Yunnan Normal University, Kunming, 650500, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Computer Vision and Intelligent Control Technology, Department of Education of Yunnan Province, Kunming, 650500, China","institution_ids":["https://openalex.org/I4210138629"]},{"raw_affiliation_string":"School of Information Science and Technology, Yunnan Normal University, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103085445"],"corresponding_institution_ids":["https://openalex.org/I120825670","https://openalex.org/I4210138629"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":1.7283,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87279866,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"6","first_page":"6567","last_page":"6580"},"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":0.9995999932289124,"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":0.9995999932289124,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9555000066757202,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9474999904632568,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.8768841028213501},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7401859164237976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6922483444213867},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5761998891830444},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5464382171630859},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5290395617485046},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5069591999053955},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.5025420188903809},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.42754772305488586},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4114602506160736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21219825744628906},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.12313476204872131}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8768841028213501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7401859164237976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6922483444213867},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5761998891830444},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5464382171630859},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5290395617485046},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5069591999053955},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.5025420188903809},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.42754772305488586},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4114602506160736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21219825744628906},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.12313476204872131},{"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-023-01094-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01094-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01094-4.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:592d3baf5c7e463197681bf45348e27d","is_oa":true,"landing_page_url":"https://doaj.org/article/592d3baf5c7e463197681bf45348e27d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 9, Iss 6, Pp 6567-6580 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-023-01094-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01094-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01094-4.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G17880111","display_name":null,"funder_award_id":"2023J0209","funder_id":"https://openalex.org/F4320324734","funder_display_name":"Yunnan Provincial Department of Education"},{"id":"https://openalex.org/G6337642532","display_name":null,"funder_award_id":"2023J0208","funder_id":"https://openalex.org/F4320324734","funder_display_name":"Yunnan Provincial Department of Education"}],"funders":[{"id":"https://openalex.org/F4320324734","display_name":"Yunnan Provincial Department of Education","ror":"https://ror.org/02yrxdp92"},{"id":"https://openalex.org/F4320327681","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4378072423.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1722318740","https://openalex.org/W2125865219","https://openalex.org/W2194775991","https://openalex.org/W2478454054","https://openalex.org/W2584009249","https://openalex.org/W2593768305","https://openalex.org/W2627183927","https://openalex.org/W2756073160","https://openalex.org/W2962687275","https://openalex.org/W2962858109","https://openalex.org/W2963275094","https://openalex.org/W2963420272","https://openalex.org/W2963532621","https://openalex.org/W2964117661","https://openalex.org/W2964288524","https://openalex.org/W2969893028","https://openalex.org/W2980096013","https://openalex.org/W2997739323","https://openalex.org/W2998043922","https://openalex.org/W3035576098","https://openalex.org/W3039883906","https://openalex.org/W3096831136","https://openalex.org/W3102758664","https://openalex.org/W3138516171","https://openalex.org/W3159481202","https://openalex.org/W3175370657","https://openalex.org/W3176720610","https://openalex.org/W3181127262","https://openalex.org/W3195315815","https://openalex.org/W3200958619","https://openalex.org/W4214573674","https://openalex.org/W4283791051","https://openalex.org/W4285601748","https://openalex.org/W4294068612","https://openalex.org/W4312792979","https://openalex.org/W4312804044","https://openalex.org/W4386065386","https://openalex.org/W6600234944","https://openalex.org/W6600648412","https://openalex.org/W6600708292","https://openalex.org/W6605031968","https://openalex.org/W6605755270"],"related_works":["https://openalex.org/W4389474468","https://openalex.org/W2740361506","https://openalex.org/W3208297503","https://openalex.org/W4300172004","https://openalex.org/W3119773509","https://openalex.org/W2889153461","https://openalex.org/W2964117661","https://openalex.org/W2955455867","https://openalex.org/W4388405611","https://openalex.org/W2619127353"],"abstract_inverted_index":{"Abstract":[0],"Unsupervised":[1],"domain":[2,13,27],"adaptation":[3,139],"(UDA)":[4],"aims":[5,113,149],"to":[6,14,29,65,79,97,104,114,127,141,150,178],"transfer":[7],"knowledge":[8],"from":[9,100,108],"a":[10,15,101,109],"labeled":[11],"source":[12],"related":[16],"unlabeled":[17],"target":[18],"domain.":[19],"Most":[20],"existing":[21],"works":[22],"focus":[23],"on":[24,61,161],"minimizing":[25],"the":[26,55,67,105,165],"discrepancy":[28],"learn":[30,80,115,128,151],"global":[31,84,117],"domain-invariant":[32],"representation":[33,85,99,106],"using":[34],"CNN-based":[35],"architecture":[36,64],"while":[37],"ignoring":[38],"both":[39,81,152],"transferable":[40,153],"and":[41,47,86,154,164],"discriminative":[42,143,155],"local":[43,88,129],"representation,":[44],"e.g,":[45],"pixel-level":[46,130],"patch-level":[48,157],"representation.":[49,89,119,131,158],"In":[50],"this":[51],"paper,":[52],"we":[53,91,121,133],"propose":[54],"Transferable":[56],"Adversarial":[57],"Masked":[58],"Self-distillation":[59],"based":[60],"Vision":[62],"Transformer":[63],"enhance":[66],"transferability":[68],"of":[69,145],"UDA,":[70],"named":[71],"TAMS.":[72],"Specifically,":[73],"TAMS":[74],"jointly":[75],"optimizes":[76],"three":[77],"objectives":[78,126],"task-specific":[82,116],"class-level":[83,118],"domain-specific":[87,156],"First,":[90],"introduce":[92,122,134],"adversarial":[93,136],"masked":[94,110,123],"self-distillation":[95],"objective":[96,140],"distill":[98],"full":[102],"image":[103,124],"predicted":[107],"image,":[111],"which":[112,148],"Second,":[120],"modeling":[125],"Third,":[132],"an":[135],"weighted":[137],"cross-domain":[138],"capture":[142],"potentials":[144],"patch":[146],"tokens,":[147],"Extensive":[159],"studies":[160],"four":[162],"benchmarks":[163],"experimental":[166],"results":[167],"show":[168],"that":[169],"our":[170],"proposed":[171],"method":[172],"can":[173],"achieve":[174],"remarkable":[175],"improvements":[176],"compared":[177],"previous":[179],"state-of-the-art":[180],"UDA":[181],"methods.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}