{"id":"https://openalex.org/W4405429413","doi":"https://doi.org/10.1109/access.2024.3518600","title":"Multitask Adaptation for Unlabeled Domain Using Multiple Single-Task Domains","display_name":"Multitask Adaptation for Unlabeled Domain Using Multiple Single-Task Domains","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405429413","doi":"https://doi.org/10.1109/access.2024.3518600"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3518600","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3518600","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3518600","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041384701","display_name":"Youngwook Kang","orcid":"https://orcid.org/0000-0003-1544-0888"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Youngwook Kang","raw_affiliation_strings":["Department of Advanced Imaging, Chung-Ang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Advanced Imaging, Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039443149","display_name":"Hawook Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149735","display_name":"Lux Research (United States)","ror":"https://ror.org/05hre1985","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149735"]},{"id":"https://openalex.org/I4210166392","display_name":"Jeju TechnoPark","ror":"https://ror.org/05c658986","country_code":"KR","type":"archive","lineage":["https://openalex.org/I4210166392"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Hawook Jeong","raw_affiliation_strings":["RideFlux Inc., Jeju, South Korea","RideFlux Inc, Jeju, South Korea"],"affiliations":[{"raw_affiliation_string":"RideFlux Inc., Jeju, South Korea","institution_ids":["https://openalex.org/I4210149735"]},{"raw_affiliation_string":"RideFlux Inc, Jeju, South Korea","institution_ids":["https://openalex.org/I4210166392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078613954","display_name":"Junsup Shin","orcid":"https://orcid.org/0000-0003-3280-1622"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junsup Shin","raw_affiliation_strings":["Department of Advanced Imaging, Chung-Ang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Advanced Imaging, Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006852919","display_name":"Jongwon Choi","orcid":"https://orcid.org/0000-0001-9753-8760"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jongwon Choi","raw_affiliation_strings":["Department of Advanced Imaging, Chung-Ang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Advanced Imaging, Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041384701"],"corresponding_institution_ids":["https://openalex.org/I67900169"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33464104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"194646","last_page":"194656"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.8375999927520752,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.8375999927520752,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.7559999823570251,"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/T11687","display_name":"Teleoperation and Haptic Systems","score":0.6833999752998352,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7876413464546204},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.7050951719284058},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.626618504524231},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5967551469802856},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.5363904237747192},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4999222755432129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37570422887802124},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08032643795013428},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07878899574279785},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07156923413276672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7876413464546204},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.7050951719284058},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.626618504524231},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5967551469802856},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.5363904237747192},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4999222755432129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37570422887802124},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08032643795013428},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07878899574279785},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07156923413276672},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3518600","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3518600","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e3d03cf28fa34e8db0f7c29db43450a1","is_oa":true,"landing_page_url":"https://doaj.org/article/e3d03cf28fa34e8db0f7c29db43450a1","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":"IEEE Access, Vol 12, Pp 194646-194656 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3518600","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3518600","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2002452429","display_name":null,"funder_award_id":"P0015336","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G2966752510","display_name":null,"funder_award_id":"2021-0-01341","funder_id":"https://openalex.org/F4320335839","funder_display_name":"National Institute of Information and Communications Technology"},{"id":"https://openalex.org/G4447557280","display_name":null,"funder_award_id":"2021-0-01341","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"},{"id":"https://openalex.org/F4320335839","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2115579991","https://openalex.org/W2194775991","https://openalex.org/W2340897893","https://openalex.org/W2397830550","https://openalex.org/W2412782625","https://openalex.org/W2431874326","https://openalex.org/W2487365028","https://openalex.org/W2560023338","https://openalex.org/W2593768305","https://openalex.org/W2768591600","https://openalex.org/W2787091153","https://openalex.org/W2793888044","https://openalex.org/W2795912842","https://openalex.org/W2798441115","https://openalex.org/W2889002172","https://openalex.org/W2895401575","https://openalex.org/W2897203992","https://openalex.org/W2948647700","https://openalex.org/W2949813473","https://openalex.org/W2959581809","https://openalex.org/W2963073217","https://openalex.org/W2963412495","https://openalex.org/W2963488291","https://openalex.org/W2963591054","https://openalex.org/W2963677766","https://openalex.org/W2963870446","https://openalex.org/W2963881378","https://openalex.org/W2964185501","https://openalex.org/W2969893028","https://openalex.org/W2985409929","https://openalex.org/W2997645659","https://openalex.org/W3097571420","https://openalex.org/W3106901158","https://openalex.org/W3120804725","https://openalex.org/W3175308890","https://openalex.org/W3180060752","https://openalex.org/W3180638445","https://openalex.org/W3202422321","https://openalex.org/W4385245566","https://openalex.org/W6685261749","https://openalex.org/W6738309621","https://openalex.org/W6746282794","https://openalex.org/W6763070779","https://openalex.org/W6771531989","https://openalex.org/W6781753586"],"related_works":["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/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1],"and":[2,100,140,156],"depth":[3],"estimation":[4],"tasks":[5,38,115],"are":[6],"crucial":[7],"for":[8,44],"autonomous":[9],"driving":[10],"systems,":[11],"but":[12],"obtaining":[13],"their":[14],"labels":[15],"from":[16,91],"real-world":[17,158],"datasets":[18,35,70],"is":[19],"costly.":[20],"To":[21,125],"address":[22],"the":[23,41,45,65,74,83,88,92,120,127,134,137],"problem,":[24],"we":[25,106,142],"developed":[26],"a":[27,108,146],"multitask":[28,42,76],"domain":[29,77],"adaptation":[30,78],"that":[31,112,151],"uses":[32],"various":[33,57,123],"labeled":[34,98],"with":[36],"distinct":[37],"to":[39,63,73,86],"adapt":[40],"model":[43],"unlabeled":[46,102],"domain.":[47,103,160],"The":[48],"proposed":[49,128],"framework":[50],"can":[51],"handle":[52],"multiple":[53,114],"source":[54,69],"domains":[55,99,139,155],"containing":[56],"task":[58,109],"labels,":[59],"which":[60],"allows":[61],"us":[62],"extend":[64],"combinations":[66,150],"of":[67,136,148],"acceptable":[68],"in":[71],"contrast":[72],"previous":[75],"methods.":[79],"We":[80],"suggest":[81],"using":[82,145],"\u2018TripleMix\u2019":[84],"approach":[85],"obtain":[87],"integrated":[89],"features":[90],"three":[93],"separate":[94],"domains,":[95],"including":[96],"two":[97,153],"one":[101,157],"In":[104],"addition,":[105],"design":[107],"correlation":[110],"network":[111],"trains":[113],"through":[116],"attentional":[117],"correlation,":[118],"increasing":[119],"synergies":[121],"between":[122],"tasks.":[124],"validate":[126],"algorithm\u2019s":[129],"state-of-the-art":[130],"performance":[131],"based":[132],"on":[133],"interactions":[135],"different":[138],"tasks,":[141],"analyze":[143],"it":[144],"variety":[147],"dataset":[149],"consider":[152],"virtual":[154],"target":[159]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}