{"id":"https://openalex.org/W3043362373","doi":"https://doi.org/10.1007/978-3-030-58517-4_35","title":"Impact of Base Dataset Design on Few-Shot Image Classification","display_name":"Impact of Base Dataset Design on Few-Shot Image Classification","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3043362373","doi":"https://doi.org/10.1007/978-3-030-58517-4_35","mag":"3043362373"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58517-4_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58517-4_35","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/2007.08872","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009661460","display_name":"Othman Sbai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152518","display_name":"Laboratoire d'Informatique Gaspard-Monge","ror":"https://ror.org/04t50yk91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I4210145102","https://openalex.org/I4210152518","https://openalex.org/I4210154111","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Othman Sbai","raw_affiliation_strings":["Facebook AI Research, Paris, France","LIGM (UMR 8049) - \u00c9cole des Ponts, UPE, Champs-sur-Marne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]},{"raw_affiliation_string":"LIGM (UMR 8049) - \u00c9cole des Ponts, UPE, Champs-sur-Marne, France","institution_ids":["https://openalex.org/I4210152518"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004095177","display_name":"Camille Couprie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Camille Couprie","raw_affiliation_strings":["Facebook AI Research, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061634216","display_name":"Mathieu Aubry","orcid":"https://orcid.org/0000-0002-3804-0193"},"institutions":[{"id":"https://openalex.org/I142631665","display_name":"\u00c9cole nationale des ponts et chauss\u00e9es","ror":"https://ror.org/02nwvxz07","country_code":"FR","type":"education","lineage":["https://openalex.org/I142631665","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210152518","display_name":"Laboratoire d'Informatique Gaspard-Monge","ror":"https://ror.org/04t50yk91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I4210145102","https://openalex.org/I4210152518","https://openalex.org/I4210154111","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathieu Aubry","raw_affiliation_strings":["LIGM (UMR 8049) - \u00c9cole des Ponts, UPE, Champs-sur-Marne, France","LIGM, UMR 8049, Ecole des Ponts, UPE, Champs-sur-Marne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIGM (UMR 8049) - \u00c9cole des Ponts, UPE, Champs-sur-Marne, France","institution_ids":["https://openalex.org/I4210152518"]},{"raw_affiliation_string":"LIGM, UMR 8049, Ecole des Ponts, UPE, Champs-sur-Marne, France","institution_ids":["https://openalex.org/I142631665","https://openalex.org/I4210152518"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"597","last_page":"613"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9940999746322632,"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"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9934999942779541,"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/generality","display_name":"Generality","score":0.7918993234634399},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7422053217887878},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.5978600978851318},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5887406468391418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5792872309684753},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5680176019668579},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5541172623634338},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5211803317070007},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4971971809864044},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4707178473472595},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4678766429424286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4676617681980133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4633370637893677},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.45315951108932495},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.440871000289917},{"id":"https://openalex.org/keywords/one-shot","display_name":"One shot","score":0.4254959225654602},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4234873652458191},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12721192836761475},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05597367882728577}],"concepts":[{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.7918993234634399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7422053217887878},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.5978600978851318},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5887406468391418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5792872309684753},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5680176019668579},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5541172623634338},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5211803317070007},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4971971809864044},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4707178473472595},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4678766429424286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4676617681980133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4633370637893677},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.45315951108932495},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.440871000289917},{"id":"https://openalex.org/C2992734406","wikidata":"https://www.wikidata.org/wiki/Q413267","display_name":"One shot","level":2,"score":0.4254959225654602},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4234873652458191},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12721192836761475},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05597367882728577},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-58517-4_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58517-4_35","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:2007.08872","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.08872","pdf_url":"https://arxiv.org/pdf/2007.08872","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":"","raw_type":"text"},{"id":"mag:3043362373","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2007.08872.pdf","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-04500071v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04500071","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":"ECCV 2020, Aug 2020, Virtual conference, France","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.2007.08872","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2007.08872","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:2007.08872","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.08872","pdf_url":"https://arxiv.org/pdf/2007.08872","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":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G4176701285","display_name":"Enhancing Heritage Image Databases","funder_award_id":"ANR-17-CE23-0008","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1797268635","https://openalex.org/W2017814585","https://openalex.org/W2031489346","https://openalex.org/W2062118960","https://openalex.org/W2107946060","https://openalex.org/W2108598243","https://openalex.org/W2117539524","https://openalex.org/W2151023586","https://openalex.org/W2161381512","https://openalex.org/W2163605009","https://openalex.org/W2510153535","https://openalex.org/W2591924527","https://openalex.org/W2597787948","https://openalex.org/W2601450892","https://openalex.org/W2625674597","https://openalex.org/W2752119372","https://openalex.org/W2753160622","https://openalex.org/W2767106145","https://openalex.org/W2785325870","https://openalex.org/W2786398923","https://openalex.org/W2788686132","https://openalex.org/W2794302998","https://openalex.org/W2798836702","https://openalex.org/W2883725317","https://openalex.org/W2890077576","https://openalex.org/W2895671740","https://openalex.org/W2902142571","https://openalex.org/W2903158431","https://openalex.org/W2914666366","https://openalex.org/W2919053476","https://openalex.org/W2943605315","https://openalex.org/W2945491480","https://openalex.org/W2947620140","https://openalex.org/W2949517790","https://openalex.org/W2949879676","https://openalex.org/W2963070905","https://openalex.org/W2963078860","https://openalex.org/W2963341924","https://openalex.org/W2963532386","https://openalex.org/W2963741406","https://openalex.org/W2963845150","https://openalex.org/W2963902936","https://openalex.org/W2964112702","https://openalex.org/W2964185501","https://openalex.org/W2986604550","https://openalex.org/W2994633389","https://openalex.org/W2994661711","https://openalex.org/W2995253937","https://openalex.org/W3014776867","https://openalex.org/W3020429927","https://openalex.org/W3035524453","https://openalex.org/W4235505822","https://openalex.org/W6600339963","https://openalex.org/W6717697761","https://openalex.org/W6753311412"],"related_works":["https://openalex.org/W3095582157","https://openalex.org/W3033194813","https://openalex.org/W3209038819","https://openalex.org/W3036139671","https://openalex.org/W2963777632","https://openalex.org/W3093833448","https://openalex.org/W3158565133","https://openalex.org/W3189306037","https://openalex.org/W3086833091","https://openalex.org/W3209452396","https://openalex.org/W3177213871","https://openalex.org/W2963499153","https://openalex.org/W2999069492","https://openalex.org/W3198827984","https://openalex.org/W2796484868","https://openalex.org/W3006402569","https://openalex.org/W3104502980","https://openalex.org/W3110608229","https://openalex.org/W3091673944"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
