乐胖代购免代理版

{"id":"https://openalex.org/W2885068312","doi":"https://doi.org/10.1145/3242969.3264980","title":"An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets","display_name":"An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets","publication_year":2018,"publication_date":"2018-10-02","ids":{"openalex":"https://openalex.org/W2885068312","doi":"https://doi.org/10.1145/3242969.3264980","mag":"2885068312"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3242969.3264980","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"proceedings-article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01854019/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019268455","display_name":"Valentin Vielzeuf","orcid":"https://orcid.org/0000-0002-2987-2510"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]},{"id":"https://openalex.org/I98702875","display_name":"Universit\u00e9 de Caen Normandie","ror":"https://ror.org/051kpcy16","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I98702875"]},{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"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/I194210350","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Ing\u00e9nieurs de Caen","ror":"https://ror.org/01fpqqe90","country_code":"FR","type":"education","lineage":["https://openalex.org/I194210350","https://openalex.org/I4210105918"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Valentin Vielzeuf","raw_affiliation_strings":["Orange Labs & Normandie Univ., UNICAEN, ENSICAEN, CNRS, Cesson-S\u00e9vign\u00e9 & Caen, France"],"affiliations":[{"raw_affiliation_string":"Orange Labs & Normandie Univ., UNICAEN, ENSICAEN, CNRS, Cesson-S\u00e9vign\u00e9 & Caen, France","institution_ids":["https://openalex.org/I19370010","https://openalex.org/I98702875","https://openalex.org/I4210105918","https://openalex.org/I1294671590","https://openalex.org/I194210350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064783559","display_name":"Corentin Kervadec","orcid":"https://orcid.org/0000-0003-1284-1037"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Corentin Kervadec","raw_affiliation_strings":["Orange Labs, Cesson-S\u00e9vign\u00e9, France"],"affiliations":[{"raw_affiliation_string":"Orange Labs, Cesson-S\u00e9vign\u00e9, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019140379","display_name":"St\u00e9phane Pateux","orcid":"https://orcid.org/0000-0002-4345-7882"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phane Pateux","raw_affiliation_strings":["Orange Labs, Cesson-S\u00e9vign\u00e9, France"],"affiliations":[{"raw_affiliation_string":"Orange Labs, Cesson-S\u00e9vign\u00e9, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029718965","display_name":"Alexis Lechervy","orcid":"https://orcid.org/0000-0002-9441-0187"},"institutions":[{"id":"https://openalex.org/I194210350","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Ing\u00e9nieurs de Caen","ror":"https://ror.org/01fpqqe90","country_code":"FR","type":"education","lineage":["https://openalex.org/I194210350","https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I98702875","display_name":"Universit\u00e9 de Caen Normandie","ror":"https://ror.org/051kpcy16","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I98702875"]},{"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/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexis Lechervy","raw_affiliation_strings":["Normandie University, UNICAEN, ENSICAEN, CNRS, Caen, France"],"affiliations":[{"raw_affiliation_string":"Normandie University, UNICAEN, ENSICAEN, CNRS, Caen, France","institution_ids":["https://openalex.org/I194210350","https://openalex.org/I98702875","https://openalex.org/I1294671590","https://openalex.org/I4210105918"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001375778","display_name":"Fr\u00e9d\u00e9ric Jurie","orcid":"https://orcid.org/0000-0002-2686-0020"},"institutions":[{"id":"https://openalex.org/I98702875","display_name":"Universit\u00e9 de Caen Normandie","ror":"https://ror.org/051kpcy16","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I98702875"]},{"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/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I194210350","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Ing\u00e9nieurs de Caen","ror":"https://ror.org/01fpqqe90","country_code":"FR","type":"education","lineage":["https://openalex.org/I194210350","https://openalex.org/I4210105918"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Jurie","raw_affiliation_strings":["Normandie University, UNICAEN, ENSICAEN, CNRS, Caen, France"],"affiliations":[{"raw_affiliation_string":"Normandie University, UNICAEN, ENSICAEN, CNRS, Caen, France","institution_ids":["https://openalex.org/I98702875","https://openalex.org/I1294671590","https://openalex.org/I4210105918","https://openalex.org/I194210350"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":43,"citation_normalized_percentile":{"value":0.999779,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"589","last_page":"593"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9945,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9945,"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/T11309","display_name":"Music and Audio Processing","score":0.9904,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.99,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.45672494}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73438674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6560678},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.56134796},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5146993},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4807115},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.45672494},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4442071},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.44179788},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37257344},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3242969.3264980","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-01854019","pdf_url":"https://hal.science/hal-01854019/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.science/hal-01854019/file/main.pdf","pdf_url":"https://hal.science/hal-01854019/file/main.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-01854019/file/main.pdf","pdf_url":"https://hal.archives-ouvertes.fr/hal-01854019/file/main.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-01854019/document","pdf_url":"https://hal.archives-ouvertes.fr/hal-01854019/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/1808.02668","pdf_url":"https://arxiv.org/pdf/1808.02668","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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.1808.02668","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-01854019","pdf_url":"https://hal.science/hal-01854019/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":32,"referenced_works":["https://openalex.org/W1588539311","https://openalex.org/W1981918162","https://openalex.org/W2083021723","https://openalex.org/W2085662862","https://openalex.org/W2095705004","https://openalex.org/W2116261113","https://openalex.org/W2146334809","https://openalex.org/W2194775991","https://openalex.org/W2243226955","https://openalex.org/W2246249023","https://openalex.org/W2259209600","https://openalex.org/W2280370717","https://openalex.org/W2293804193","https://openalex.org/W2485314986","https://openalex.org/W2530966705","https://openalex.org/W2544224704","https://openalex.org/W2546875627","https://openalex.org/W2588367409","https://openalex.org/W2593639993","https://openalex.org/W2706729717","https://openalex.org/W2738672149","https://openalex.org/W2745497104","https://openalex.org/W2751214333","https://openalex.org/W2767488767","https://openalex.org/W2767618761","https://openalex.org/W2801757790","https://openalex.org/W2806432949","https://openalex.org/W2888683367","https://openalex.org/W2911964244","https://openalex.org/W2949833607","https://openalex.org/W2963252191","https://openalex.org/W571907995"],"related_works":["https://openalex.org/W4206560911","https://openalex.org/W2787352659","https://openalex.org/W2180954594","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W1970611213","https://openalex.org/W1909208367","https://openalex.org/W164103134"],"abstract_inverted_index":{"This":[0],"paper":[1,94],"presents":[2],"a":[3,21,64,123],"light-weight":[4],"and":[5,46,104,135],"accurate":[6],"deep":[7],"neural":[8],"model":[9,108],"for":[10,77],"audiovisual":[11],"emotion":[12,120],"recognition.":[13],"To":[14],"design":[15],"this":[16],"model,":[17],"the":[18,27,34,39,53,56,85,97,101,105,130,139,142],"authors":[19],"followed":[20],"philosophy":[22],"of":[23,29,55,84,100,107,126,133],"simplicity,":[24],"drastically":[25],"limiting":[26],"number":[28],"parameters":[30],"to":[31,51],"learn":[32],"from":[33],"target":[35],"datasets,":[36],"always":[37],"choosing":[38],"simplest":[40],"learning":[41,45],"methods:":[42],"i)":[43],"transfer":[44],"low-dimensional":[47],"space":[48],"embedding":[49],"allows":[50],"reduce":[52],"dimensionality":[54],"representations,":[57],"ii)":[58],"visual":[59],"temporal":[60],"information":[61],"handled":[62],"by":[63],"simple":[65,73],"score-per-frame":[66],"selection":[67,75,109],"process":[68],"averaged":[69],"across":[70],"time,":[71],"iii)":[72],"frame":[74],"mechanism":[76],"weighting":[78],"images":[79],"within":[80],"sequences,":[81],"iv)":[82],"fusion":[83],"different":[86],"modalities":[87],"at":[88,138],"prediction":[89],"level":[90],"(late":[91],"fusion).":[92],"The":[93,117],"also":[95],"highlights":[96],"inherent":[98],"challenges":[99],"AFEW":[102],"dataset":[103],"difficulty":[106],"with":[110],"as":[111,113],"few":[112],"383":[114],"validation":[115],"sequences.":[116],"proposed":[118],"real-time":[119],"classifier":[121],"achieved":[122],"state-of-the-art":[124],"accuracy":[125],"60.64":[127],"%":[128],"on":[129],"test":[131],"set":[132],"AFEW,":[134],"ranked":[136],"4th":[137],"Emotion":[140],"in":[141],"Wild":[143],"2018":[144],"challenge.":[145]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2885068312","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":2}],"updated_date":"2024-12-14T14:55:43.447029","created_date":"2018-08-22"}