{"id":"https://openalex.org/W4408241989","doi":"https://doi.org/10.1109/taffc.2025.3549017","title":"ReSup: Reliable Label Noise Suppression for Facial Expression Recognition","display_name":"ReSup: Reliable Label Noise Suppression for Facial Expression Recognition","publication_year":2025,"publication_date":"2025-03-07","ids":{"openalex":"https://openalex.org/W4408241989","doi":"https://doi.org/10.1109/taffc.2025.3549017"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2025.3549017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2025.3549017","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082442712","display_name":"Xiang Zhang","orcid":"https://orcid.org/0000-0003-0413-6135"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiang Zhang","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-0413-6135","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641095","display_name":"Yan Lu","orcid":"https://orcid.org/0000-0003-0043-4012"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yan Lu","raw_affiliation_strings":["AI Lab, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Lab, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053887138","display_name":"Huan Yan","orcid":"https://orcid.org/0000-0002-4045-6489"},"institutions":[{"id":"https://openalex.org/I154893126","display_name":"Guizhou Normal University","ror":"https://ror.org/02x1pa065","country_code":"CN","type":"education","lineage":["https://openalex.org/I154893126"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Yan","raw_affiliation_strings":["School of Computer and Information, Guizhou Normal University, Guiyang, China"],"raw_orcid":"https://orcid.org/0000-0002-4045-6489","affiliations":[{"raw_affiliation_string":"School of Computer and Information, Guizhou Normal University, Guiyang, China","institution_ids":["https://openalex.org/I154893126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100928377","display_name":"Jinyang Huang","orcid":"https://orcid.org/0000-0001-5483-2812"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyang Huang","raw_affiliation_strings":["School of Computer and Information, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-5483-2812","affiliations":[{"raw_affiliation_string":"School of Computer and Information, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352646","display_name":"Yu Gu","orcid":"https://orcid.org/0000-0001-6939-0850"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Gu","raw_affiliation_strings":["School of Computer and Information, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-6939-0850","affiliations":[{"raw_affiliation_string":"School of Computer and Information, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037098061","display_name":"Yusheng Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusheng Ji","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-4364-8491","affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100603421","display_name":"Zhi Liu","orcid":"https://orcid.org/0000-0003-0537-4522"},"institutions":[{"id":"https://openalex.org/I20529979","display_name":"University of Electro-Communications","ror":"https://ror.org/02x73b849","country_code":"JP","type":"education","lineage":["https://openalex.org/I20529979"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zhi Liu","raw_affiliation_strings":["Department of Computer and Network Engineering, The University of Electro-Communications, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0537-4522","affiliations":[{"raw_affiliation_string":"Department of Computer and Network Engineering, The University of Electro-Communications, Tokyo, Japan","institution_ids":["https://openalex.org/I20529979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100395493","display_name":"Bin Liu","orcid":"https://orcid.org/0000-0002-3977-8800"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Liu","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-3977-8800","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5082442712"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":18.5261,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.99306679,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"3","first_page":"2006","last_page":"2019"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9261000156402588,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9261000156402588,"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/facial-expression","display_name":"Facial expression","score":0.660219669342041},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6258972883224487},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"Facial expression recognition","score":0.6070684194564819},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6025524735450745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5048695206642151},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.46832114458084106},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45352137088775635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44625669717788696},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.35263141989707947},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3218909502029419}],"concepts":[{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.660219669342041},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6258972883224487},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.6070684194564819},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6025524735450745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5048695206642151},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.46832114458084106},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45352137088775635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44625669717788696},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.35263141989707947},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3218909502029419},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taffc.2025.3549017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2025.3549017","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1606717613","display_name":null,"funder_award_id":"62302145","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8374774831","display_name":null,"funder_award_id":"62462015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1921293667","https://openalex.org/W2018958905","https://openalex.org/W2048679005","https://openalex.org/W2088575594","https://openalex.org/W2108598243","https://openalex.org/W2161117158","https://openalex.org/W2161969291","https://openalex.org/W2194775991","https://openalex.org/W2436394355","https://openalex.org/W2481681431","https://openalex.org/W2515770085","https://openalex.org/W2566079294","https://openalex.org/W2738672149","https://openalex.org/W2745497104","https://openalex.org/W2771326598","https://openalex.org/W2896277673","https://openalex.org/W2904483377","https://openalex.org/W2954996726","https://openalex.org/W2963697299","https://openalex.org/W2964155802","https://openalex.org/W2964347177","https://openalex.org/W2968749391","https://openalex.org/W3003720578","https://openalex.org/W3034185248","https://openalex.org/W3034504038","https://openalex.org/W3035336958","https://openalex.org/W3042609801","https://openalex.org/W3173787706","https://openalex.org/W3173874704","https://openalex.org/W3175546442","https://openalex.org/W3184571633","https://openalex.org/W3190486510","https://openalex.org/W3195286673","https://openalex.org/W3213215111","https://openalex.org/W3214877835","https://openalex.org/W4205838057","https://openalex.org/W4206637691","https://openalex.org/W4285410944","https://openalex.org/W4287947470","https://openalex.org/W4300276489","https://openalex.org/W4304098914","https://openalex.org/W4312465353","https://openalex.org/W4313132476","https://openalex.org/W4366377778","https://openalex.org/W4386524165","https://openalex.org/W4389319131","https://openalex.org/W4390190649","https://openalex.org/W4390357746","https://openalex.org/W4390871994","https://openalex.org/W4401069854","https://openalex.org/W4402072291","https://openalex.org/W4403780583","https://openalex.org/W4407827510"],"related_works":["https://openalex.org/W2642127892","https://openalex.org/W4205986151","https://openalex.org/W2355913164","https://openalex.org/W2162992774","https://openalex.org/W1153638794","https://openalex.org/W2168968280","https://openalex.org/W2901126000","https://openalex.org/W4323520705","https://openalex.org/W2116055069","https://openalex.org/W2356663679"],"abstract_inverted_index":{"Because":[0],"of":[1,7,45,55,62,105,121,148,156,207],"the":[2,8,11,18,25,34,43,46,59,87,113,119,129,132,135,145,154,173,183,205],"ambiguous":[3],"and":[4,80,123,134,191],"subjective":[5],"property":[6,174],"facial":[9],"expression,":[10],"label":[12,35],"noise":[13,64,114,122,158,168],"is":[14,36],"widely":[15],"existing":[16],"in":[17,24],"FER":[19],"dataset.":[20],"For":[21],"this":[22,53,91],"problem,":[23],"training":[26],"phase,":[27],"current":[28],"methods":[29],"often":[30],"directly":[31,106],"predict":[32],"whether":[33],"noised":[37,47,84,108],"or":[38,109],"not,":[39,110],"aiming":[40],"to":[41,128,138,165,181,193],"reduce":[42],"contribution":[44],"data.":[48],"However,":[49],"we":[50,93],"argue":[51],"that":[52,70,175],"kind":[54],"method":[56,100],"suffers":[57],"from":[58],"low":[60],"reliability":[61,155],"such":[63],"data":[65,75,85,115],"decision":[66,116,159],"operation.":[67],"It":[68],"makes":[69,112],"some":[71,81],"mistakenly":[72,82],"abounded":[73],"clean":[74,124],"are":[76,178],"not":[77],"utilized":[78],"sufficiently":[79],"kept":[83],"disturbing":[86],"model":[88],"learning.":[89],"In":[90],"paper,":[92],"propose":[94],"a":[95],"more":[96],"reliable":[97],"noise-label":[98],"suppression":[99],"called":[101],"ReSup.":[102,208],"First,":[103],"instead":[104],"predicting":[107],"ReSup":[111,143,161,171],"by":[117],"modeling":[118],"distribution":[120,141,147],"labels":[125],"simultaneously":[126],"according":[127],"disagreement":[130],"between":[131],"prediction":[133],"target.":[136],"Specifically,":[137,170],"achieve":[139,167],"optimal":[140],"modeling,":[142],"models":[144],"similarity":[146],"all":[149],"samples.":[150],"To":[151],"further":[152],"enhance":[153],"our":[157],"results,":[160],"uses":[162],"two":[163,176,187],"networks":[164,177,188],"jointly":[166],"suppression.":[169],"utilize":[172],"less":[179],"likely":[180],"make":[182],"same":[184],"mistakes,":[185],"making":[186],"swap":[189],"decisions":[190,195],"tending":[192],"trust":[194],"with":[196],"high":[197],"agreement.":[198],"Extensive":[199],"experiments":[200],"on":[201],"popular":[202],"datasets":[203],"shows":[204],"effectiveness":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}