{"id":"https://openalex.org/W4226075171","doi":"https://doi.org/10.1007/978-3-031-19830-4_6","title":"Contrastive Vicinal Space for\u00a0Unsupervised Domain Adaptation","display_name":"Contrastive Vicinal Space for\u00a0Unsupervised Domain Adaptation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226075171","doi":"https://doi.org/10.1007/978-3-031-19830-4_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-19830-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19830-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.birmingham.ac.uk/en/publications/5b03d6a0-ab5f-434c-ba1e-f2aeb0a79a59","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052450248","display_name":"Jaemin Na","orcid":"https://orcid.org/0000-0002-8604-2839"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaemin Na","raw_affiliation_strings":["Ajou University, Suwon, Korea"],"raw_orcid":"https://orcid.org/0000-0002-8604-2839","affiliations":[{"raw_affiliation_string":"Ajou University, Suwon, Korea","institution_ids":["https://openalex.org/I57664883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017685264","display_name":"Dongyoon Han","orcid":"https://orcid.org/0000-0002-9130-8195"},"institutions":[{"id":"https://openalex.org/I60922564","display_name":"Naver (South Korea)","ror":"https://ror.org/04nzrnx83","country_code":"KR","type":"company","lineage":["https://openalex.org/I60922564"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongyoon Han","raw_affiliation_strings":["NAVER AI Lab, Daejeon, Korea"],"raw_orcid":"https://orcid.org/0000-0002-9130-8195","affiliations":[{"raw_affiliation_string":"NAVER AI Lab, Daejeon, Korea","institution_ids":["https://openalex.org/I60922564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004895698","display_name":"Hyung Jin Chang","orcid":"https://orcid.org/0000-0001-7495-9677"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hyung Jin Chang","raw_affiliation_strings":["University of Birmingham, Birmingham, UK"],"raw_orcid":"https://orcid.org/0000-0001-7495-9677","affiliations":[{"raw_affiliation_string":"University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004363128","display_name":"Wonjun Hwang","orcid":"https://orcid.org/0000-0001-8895-0411"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Wonjun Hwang","raw_affiliation_strings":["Ajou University, Suwon, Korea"],"raw_orcid":"https://orcid.org/0000-0001-8895-0411","affiliations":[{"raw_affiliation_string":"Ajou University, Suwon, Korea","institution_ids":["https://openalex.org/I57664883"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004363128"],"corresponding_institution_ids":["https://openalex.org/I57664883"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.1896,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.97594369,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"92","last_page":"110"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9761000275611877,"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":0.972599983215332,"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/computer-science","display_name":"Computer science","score":0.7427480220794678},{"id":"https://openalex.org/keywords/vicinal","display_name":"Vicinal","score":0.7151510715484619},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5645697712898254},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.48712754249572754},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4713073670864105},{"id":"https://openalex.org/keywords/minimax","display_name":"Minimax","score":0.4560955762863159},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4548637270927429},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.41966167092323303},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1602344512939453},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.15863001346588135}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7427480220794678},{"id":"https://openalex.org/C121349320","wikidata":"https://www.wikidata.org/wiki/Q285851","display_name":"Vicinal","level":2,"score":0.7151510715484619},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5645697712898254},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.48712754249572754},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4713073670864105},{"id":"https://openalex.org/C149728462","wikidata":"https://www.wikidata.org/wiki/Q751319","display_name":"Minimax","level":2,"score":0.4560955762863159},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4548637270927429},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.41966167092323303},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1602344512939453},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.15863001346588135},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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/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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-19830-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19830-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/5b03d6a0-ab5f-434c-ba1e-f2aeb0a79a59","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/5b03d6a0-ab5f-434c-ba1e-f2aeb0a79a59","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Na, J, Han, D, Chang, H J & Hwang, W 2022, Contrastive vicinal space for unsupervised domain adaptation. in S Avidan, G Brostow, M Ciss\u00e9, G M Farinella & T Hassner (eds), Computer Vision \u2013 ECCV 2022 : 17th European Conference, Tel Aviv, Israel, October 23\u201327, 2022, Proceedings, Part XXXIV. 1 edn, Lecture Notes in Computer Science, vol. 13694, Springer, pp. 92\u2013110, 17th European Conference on Computer Vision, ECCV 2022, Tel Aviv, Israel, 23/10/22. https://doi.org/10.1007/978-3-031-19830-4_6","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/5b03d6a0-ab5f-434c-ba1e-f2aeb0a79a59","is_oa":true,"landing_page_url":"https://birmingham.elsevierpure.com/en/publications/5b03d6a0-ab5f-434c-ba1e-f2aeb0a79a59","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Na , J , Han , D , Chang , H J & Hwang , W 2022 , Contrastive vicinal space for unsupervised domain adaptation . in S Avidan , G Brostow , M Ciss\u00e9 , G M Farinella & T Hassner (eds) , Computer Vision \u2013 ECCV 2022 : 17th European Conference, Tel Aviv, Israel, October 23\u201327, 2022, Proceedings, Part XXXIV . 1 edn , Lecture Notes in Computer Science , vol. 13694 , Springer , pp. 92\u2013110 , 17th European Conference on Computer Vision, ECCV 2022 , Tel Aviv , Israel , 23/10/22 . https://doi.org/10.1007/978-3-031-19830-4_6","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/5b03d6a0-ab5f-434c-ba1e-f2aeb0a79a59","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/5b03d6a0-ab5f-434c-ba1e-f2aeb0a79a59","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Na, J, Han, D, Chang, H J & Hwang, W 2022, Contrastive vicinal space for unsupervised domain adaptation. in S Avidan, G Brostow, M Ciss\u00e9, G M Farinella & T Hassner (eds), Computer Vision \u2013 ECCV 2022 : 17th European Conference, Tel Aviv, Israel, October 23\u201327, 2022, Proceedings, Part XXXIV. 1 edn, Lecture Notes in Computer Science, vol. 13694, Springer, pp. 92\u2013110, 17th European Conference on Computer Vision, ECCV 2022, Tel Aviv, Israel, 23/10/22. https://doi.org/10.1007/978-3-031-19830-4_6","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1722318740","https://openalex.org/W2034368206","https://openalex.org/W2194775991","https://openalex.org/W2302255633","https://openalex.org/W2578992305","https://openalex.org/W2627183927","https://openalex.org/W2763549966","https://openalex.org/W2891021639","https://openalex.org/W2932414082","https://openalex.org/W2949736877","https://openalex.org/W2949813473","https://openalex.org/W2958360136","https://openalex.org/W2962687275","https://openalex.org/W2962858109","https://openalex.org/W2963532621","https://openalex.org/W2963789515","https://openalex.org/W2964159205","https://openalex.org/W2997310315","https://openalex.org/W3034324233","https://openalex.org/W3034562924","https://openalex.org/W3034591020","https://openalex.org/W3034738317","https://openalex.org/W3035256099","https://openalex.org/W3035456997","https://openalex.org/W3035519852","https://openalex.org/W3035682985","https://openalex.org/W3095697905","https://openalex.org/W3096541549","https://openalex.org/W3096851030","https://openalex.org/W3107502112","https://openalex.org/W3109093849","https://openalex.org/W3109233242","https://openalex.org/W3109512970","https://openalex.org/W3109831211","https://openalex.org/W3135228776","https://openalex.org/W3166529525","https://openalex.org/W3175481246","https://openalex.org/W3176602994","https://openalex.org/W3180562345","https://openalex.org/W3181127262","https://openalex.org/W3181434681","https://openalex.org/W3202176705","https://openalex.org/W3203816763","https://openalex.org/W6600281463","https://openalex.org/W6605031968","https://openalex.org/W6632604870","https://openalex.org/W6637618735"],"related_works":["https://openalex.org/W2335667889","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W2955455867","https://openalex.org/W4321649381","https://openalex.org/W3180787869","https://openalex.org/W2997645659","https://openalex.org/W3203792196","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}