{"id":"https://openalex.org/W4405179431","doi":"https://doi.org/10.1109/access.2024.3512544","title":"Adversarial Multitask Learning for Domain Adaptation through Domain Adapter","display_name":"Adversarial Multitask Learning for Domain Adaptation through Domain Adapter","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405179431","doi":"https://doi.org/10.1109/access.2024.3512544"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3512544","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3512544","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.2024.3512544","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054726242","display_name":"Hidayaturrahman Hidayaturrahman","orcid":null},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hidayaturrahman","raw_affiliation_strings":["Computer Science Department, BINUS Graduate Program – Doctor of Computer Science, Bina Nusantara University, Jakarta, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-5005-8006","affiliations":[{"raw_affiliation_string":"Computer Science Department, BINUS Graduate Program – Doctor of Computer Science, Bina Nusantara University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042271514","display_name":"Agung Trisetyarso","orcid":"https://orcid.org/0000-0003-0307-7735"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Agung Trisetyarso","raw_affiliation_strings":["Mathematics Department, School of Computer Science, Bina Nusantara University, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics Department, School of Computer Science, Bina Nusantara University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090817841","display_name":"Iman Herwidiana Kartowisastro","orcid":null},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Iman Herwidiana Kartowisastro","raw_affiliation_strings":["Computer Science Department, BINUS Graduate Program – Doctor of Computer Science, Bina Nusantara University, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, BINUS Graduate Program – Doctor of Computer Science, Bina Nusantara University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000614683","display_name":"Widodo Budiharto","orcid":"https://orcid.org/0000-0003-2681-0901"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Widodo Budiharto","raw_affiliation_strings":["Computer Science Department, School of Computer Science, Bina Nusantara University, Jakarta, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-2681-0901","affiliations":[{"raw_affiliation_string":"Computer Science Department, School of Computer Science, Bina Nusantara University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I166073570"],"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":0.1909699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"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":0.9006999731063843,"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":0.9006999731063843,"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":0.7837966680526733},{"id":"https://openalex.org/keywords/adapter","display_name":"Adapter (computing)","score":0.7304810285568237},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6518393754959106},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5518548488616943},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5282513499259949},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5166555047035217},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.45088067650794983},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33177441358566284},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12504255771636963},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.09386420249938965},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08568960428237915},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06810754537582397},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.06457793712615967},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06028097867965698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7837966680526733},{"id":"https://openalex.org/C177284502","wikidata":"https://www.wikidata.org/wiki/Q1005390","display_name":"Adapter (computing)","level":2,"score":0.7304810285568237},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6518393754959106},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5518548488616943},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5282513499259949},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5166555047035217},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.45088067650794983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33177441358566284},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12504255771636963},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.09386420249938965},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08568960428237915},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06810754537582397},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.06457793712615967},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06028097867965698},{"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},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3512544","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3512544","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:f05851e6744a4627b7ae2995e94a6051","is_oa":true,"landing_page_url":"https://doaj.org/article/f05851e6744a4627b7ae2995e94a6051","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 184989-184999 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3512544","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3512544","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":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1682403713","https://openalex.org/W1722318740","https://openalex.org/W2149466042","https://openalex.org/W2395579298","https://openalex.org/W2560647685","https://openalex.org/W2593768305","https://openalex.org/W2743151379","https://openalex.org/W2758310181","https://openalex.org/W2765811365","https://openalex.org/W2962687275","https://openalex.org/W2962793481","https://openalex.org/W2963240485","https://openalex.org/W2963677766","https://openalex.org/W2964159205","https://openalex.org/W2964288524","https://openalex.org/W2986381065","https://openalex.org/W3035454789","https://openalex.org/W3048265828","https://openalex.org/W3135689351","https://openalex.org/W3141797743","https://openalex.org/W3176469059","https://openalex.org/W3191808899","https://openalex.org/W4311377022","https://openalex.org/W4378975569","https://openalex.org/W4383113545","https://openalex.org/W6637618735","https://openalex.org/W6639480849","https://openalex.org/W6683633756","https://openalex.org/W6733814495","https://openalex.org/W6746282794","https://openalex.org/W6754005058","https://openalex.org/W6754249846","https://openalex.org/W6754770232","https://openalex.org/W6759543333","https://openalex.org/W6764051988","https://openalex.org/W6793289451"],"related_works":["https://openalex.org/W2133028525","https://openalex.org/W4229060448","https://openalex.org/W4306381730","https://openalex.org/W2502115930","https://openalex.org/W2981692913","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W3044188621","https://openalex.org/W4394775207"],"abstract_inverted_index":{"This":[0,87],"study":[1],"presents":[2],"a":[3,68,157],"technique":[4],"called":[5],"Adversarial":[6,175],"Multitask":[7,176],"Learning":[8,177],"(AML)":[9],"to":[10,75,102,115,134,186,210],"enhance":[11],"the":[12,31,44,50,57,76,122,131,135,171,187,194,198],"effectiveness":[13],"of":[14,46,59,124,160,170,189,200,203],"domain":[15,35,78,117,133,137,179,190,212],"adaptation":[16,101,111,118,191,213],"methods":[17],"in":[18,110,128,214],"practical":[19],"applications,":[20],"which":[21],"are":[22],"currently":[23],"highly":[24],"sought":[25],"after.":[26],"The":[27,105],"proposed":[28],"approach":[29,66],"addresses":[30],"challenges":[32],"posed":[33],"by":[34,37,192],"shift":[36],"effectively":[38],"managing":[39],"multiple":[40],"interconnected":[41],"tasks":[42,94],"through":[43,84],"principles":[45],"adversarial":[47,145,208],"training.":[48,153],"Utilizing":[49],"widely":[51],"recognized":[52],"Office31":[53],"dataset,":[54],"we":[55,155],"assess":[56],"efficacy":[58],"our":[60,125,168],"model":[61,127,165],"across":[62],"different":[63,162],"domains.":[64,104],"Our":[65],"employs":[67],"multitask":[69,204],"learning":[70,205],"paradigm,":[71],"focusing":[72],"on":[73],"adapting":[74,129],"target":[77],"while":[79],"leveraging":[80],"shared":[81],"feature":[82],"representations":[83],"classification":[85],"tasks.":[86],"strategy":[88],"ensures":[89],"that":[90],"primary":[91],"and":[92,147,207],"auxiliary":[93],"incorporate":[95],"domain-invariant":[96],"properties,":[97],"allowing":[98],"for":[99,142,149,178],"robust":[100],"varying":[103],"results":[106],"reveal":[107],"significant":[108],"improvements":[109],"performance":[112],"when":[113],"compared":[114],"conventional":[116],"techniques.":[119],"For":[120],"instance,":[121],"accuracy":[123],"AML":[126,195],"from":[130],"webcam":[132],"dslr":[136],"reached":[138],"88.54%,":[139],"surpassing":[140],"86.46%":[141],"models":[143],"without":[144],"training":[146,209],"78.91%":[148],"those":[150],"lacking":[151],"categorical":[152],"Furthermore,":[154],"conduct":[156],"comprehensive":[158],"examination":[159],"how":[161],"hyperparameters":[163],"influence":[164],"performance,":[166],"enhancing":[167],"understanding":[169],"fundamental":[172],"mechanisms":[173],"underlying":[174],"adaptability.":[180],"Overall,":[181],"this":[182],"paper":[183],"contributes":[184],"significantly":[185],"field":[188],"introducing":[193],"framework,":[196],"underscoring":[197],"importance":[199],"further":[201],"exploration":[202],"paradigms":[206],"improve":[211],"real-world":[215],"scenarios.":[216]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}