{"id":"https://openalex.org/W3083871470","doi":"https://doi.org/10.1007/978-3-030-63833-7_34","title":"GPU-Based Self-Organizing Maps for\u00a0Post-labeled Few-Shot Unsupervised Learning","display_name":"GPU-Based Self-Organizing Maps for\u00a0Post-labeled Few-Shot Unsupervised Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3083871470","doi":"https://doi.org/10.1007/978-3-030-63833-7_34","mag":"3083871470"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-63833-7_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-63833-7_34","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":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2009.03665","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020816441","display_name":"Lyes Khacef","orcid":"https://orcid.org/0000-0002-4009-174X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]},{"id":"https://openalex.org/I4210095736","display_name":"Laboratoire d'\u00c9lectronique, Antennes et T\u00e9l\u00e9communications","ror":"https://ror.org/00ah32k04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210095736","https://openalex.org/I4210095849"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lyes Khacef","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, CNRS, LEAT, Sophia Antipolis, France","Universit\u00e9 C\u00f4te d'Azur, CNRS, LEAT Sophia Antipolis,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, CNRS, LEAT, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210095736"]},{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, CNRS, LEAT Sophia Antipolis,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068330560","display_name":"Vincent Gripon","orcid":"https://orcid.org/0000-0002-4353-4542"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]},{"id":"https://openalex.org/I4210095736","display_name":"Laboratoire d'\u00c9lectronique, Antennes et T\u00e9l\u00e9communications","ror":"https://ror.org/00ah32k04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210095736","https://openalex.org/I4210095849"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Gripon","raw_affiliation_strings":["Electronics Department, IMT Atlantique, Brest, France","Universit\u00e9 C\u00f4te d\u2019Azur, CNRS, LEAT, Sophia Antipolis, France","Universit\u00e9 C\u00f4te d'Azur, CNRS, LEAT Sophia Antipolis,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Department, IMT Atlantique, Brest, France","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, CNRS, LEAT, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210095736"]},{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, CNRS, LEAT Sophia Antipolis,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080472332","display_name":"Beno\u00eet Miramond","orcid":"https://orcid.org/0000-0002-1229-7046"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]},{"id":"https://openalex.org/I4210095736","display_name":"Laboratoire d'\u00c9lectronique, Antennes et T\u00e9l\u00e9communications","ror":"https://ror.org/00ah32k04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210095736","https://openalex.org/I4210095849"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Beno\u00eet Miramond","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, CNRS, LEAT, Sophia Antipolis, France","Universit\u00e9 C\u00f4te d'Azur, CNRS, LEAT Sophia Antipolis,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, CNRS, LEAT, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210095736"]},{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, CNRS, LEAT Sophia Antipolis,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"404","last_page":"416"},"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":0.9997000098228455,"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":0.9997000098228455,"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":0.9994999766349792,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9850000143051147,"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":0.834455668926239},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7044018507003784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6884238123893738},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.6455498933792114},{"id":"https://openalex.org/keywords/concatenation","display_name":"Concatenation (mathematics)","score":0.6093845367431641},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5953262448310852},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.575090765953064},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5084070563316345},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.478439599275589},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4478137791156769},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.4205642640590668},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3311801850795746}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.834455668926239},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7044018507003784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6884238123893738},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.6455498933792114},{"id":"https://openalex.org/C87619178","wikidata":"https://www.wikidata.org/wiki/Q126002","display_name":"Concatenation (mathematics)","level":2,"score":0.6093845367431641},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5953262448310852},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.575090765953064},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5084070563316345},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.478439599275589},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4478137791156769},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.4205642640590668},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3311801850795746},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-63833-7_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-63833-7_34","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:arXiv.org:2009.03665","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.03665","pdf_url":"https://arxiv.org/pdf/2009.03665","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3083871470","is_oa":true,"landing_page_url":"https://aps.arxiv.org/pdf/2009.03665","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:HAL:hal-02934233v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02934233","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://link.springer.com/chapter/10.1007/978-3-030-63833-7_34","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.2009.03665","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2009.03665","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2009.03665","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.03665","pdf_url":"https://arxiv.org/pdf/2009.03665","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2113015678","display_name":"3IA C\u00f4te d'Azur","funder_award_id":"ANR-19-P3IA-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G2689869783","display_name":"Idex UCA JEDI","funder_award_id":"ANR-15-IDEX-0001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W99485931","https://openalex.org/W1990517717","https://openalex.org/W2001445889","https://openalex.org/W2056717482","https://openalex.org/W2080844344","https://openalex.org/W2117539524","https://openalex.org/W2146292423","https://openalex.org/W2165698076","https://openalex.org/W2171209182","https://openalex.org/W2401231614","https://openalex.org/W2402144811","https://openalex.org/W2601450892","https://openalex.org/W2735040266","https://openalex.org/W2753160622","https://openalex.org/W2888217174","https://openalex.org/W2895961568","https://openalex.org/W2897722020","https://openalex.org/W2906708754","https://openalex.org/W2911906319","https://openalex.org/W2944333591","https://openalex.org/W2944341233","https://openalex.org/W2944860907","https://openalex.org/W2962895018","https://openalex.org/W2963341924","https://openalex.org/W2964137095","https://openalex.org/W2978387071","https://openalex.org/W2991512408","https://openalex.org/W3002474619","https://openalex.org/W3034942609","https://openalex.org/W3108878460","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W3009749573","https://openalex.org/W2931116403","https://openalex.org/W3041148080","https://openalex.org/W3182736053","https://openalex.org/W3205090724","https://openalex.org/W3189898312","https://openalex.org/W3041485444","https://openalex.org/W3008930492","https://openalex.org/W3011115117","https://openalex.org/W3083866628","https://openalex.org/W2623167780","https://openalex.org/W3198999994","https://openalex.org/W3163722117","https://openalex.org/W3043745450","https://openalex.org/W3146182509","https://openalex.org/W3139613640","https://openalex.org/W2997490332","https://openalex.org/W2767699072","https://openalex.org/W3099495704","https://openalex.org/W3129121463"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
