{"id":"https://openalex.org/W4400527782","doi":"https://doi.org/10.1109/fg59268.2024.10581935","title":"REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge","display_name":"REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4400527782","doi":"https://doi.org/10.1109/fg59268.2024.10581935"},"language":"en","primary_location":{"id":"doi:10.1109/fg59268.2024.10581935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg59268.2024.10581935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-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/A5053061988","display_name":"Siyang Song","orcid":"https://orcid.org/0000-0003-2339-5685"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Siyang Song","raw_affiliation_strings":["University of Leicester,UK"],"affiliations":[{"raw_affiliation_string":"University of Leicester,UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036456924","display_name":"Micol Spitale","orcid":"https://orcid.org/0000-0002-3418-1933"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Micol Spitale","raw_affiliation_strings":["Politecnico di Milano,Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101799674","display_name":"Cheng Luo","orcid":"https://orcid.org/0000-0002-8841-9468"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Cheng Luo","raw_affiliation_strings":["Monash University,Australia"],"affiliations":[{"raw_affiliation_string":"Monash University,Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056906303","display_name":"Cristina Palmero","orcid":"https://orcid.org/0000-0002-6085-6527"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cristina Palmero","raw_affiliation_strings":["Universitat de Barcelona,Spain"],"affiliations":[{"raw_affiliation_string":"Universitat de Barcelona,Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030892971","display_name":"Germ\u00e1n Barquero","orcid":"https://orcid.org/0000-0001-8381-3549"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"German Barquero","raw_affiliation_strings":["Universitat de Barcelona,Spain"],"affiliations":[{"raw_affiliation_string":"Universitat de Barcelona,Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100661372","display_name":"Hengde Zhu","orcid":"https://orcid.org/0000-0001-7027-3969"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hengde Zhu","raw_affiliation_strings":["University of Leicester,UK"],"affiliations":[{"raw_affiliation_string":"University of Leicester,UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038228433","display_name":"S\u00e9rgio Escalera","orcid":"https://orcid.org/0000-0003-0617-8873"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Escalera","raw_affiliation_strings":["Universitat de Barcelona,Spain"],"affiliations":[{"raw_affiliation_string":"Universitat de Barcelona,Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089151131","display_name":"Michel Valstar","orcid":"https://orcid.org/0000-0003-2414-161X"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michel Valstar","raw_affiliation_strings":["University of Nottingham,UK"],"affiliations":[{"raw_affiliation_string":"University of Nottingham,UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013717782","display_name":"Tobias Baur","orcid":"https://orcid.org/0000-0002-2797-605X"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Baur","raw_affiliation_strings":["University of Augsburg,Germany"],"affiliations":[{"raw_affiliation_string":"University of Augsburg,Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026933067","display_name":"Fabien Ringeval","orcid":"https://orcid.org/0000-0002-9213-4529"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabien Ringeval","raw_affiliation_strings":["Universit&#x00E9; Grenoble Alpes,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Grenoble Alpes,France","institution_ids":["https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056684559","display_name":"Elisabeth Andr\u00e9","orcid":"https://orcid.org/0000-0002-2367-162X"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Elisabeth Andr\u00e9","raw_affiliation_strings":["University of Augsburg,Germany"],"affiliations":[{"raw_affiliation_string":"University of Augsburg,Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060090893","display_name":"Hatice G\u00fcne\u015f","orcid":"https://orcid.org/0000-0003-2407-3012"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hatice Gunes","raw_affiliation_strings":["University of Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,UK","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5053061988"],"corresponding_institution_ids":["https://openalex.org/I153648349"],"apc_list":null,"apc_paid":null,"fwci":4.4737,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.95706385,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9940000176429749,"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/T11448","display_name":"Face recognition and analysis","score":0.9940000176429749,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9161999821662903,"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":0.5587937831878662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3362831473350525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5587937831878662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3362831473350525}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fg59268.2024.10581935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg59268.2024.10581935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7830922211","display_name":null,"funder_award_id":"EP/R030782/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"In":[0],"dyadic":[1,93,138],"interactions,":[2],"humans":[3],"communicate":[4],"their":[5,128],"intentions":[6],"and":[7,13,48,103,110,127,160,179],"state":[8],"of":[9,67,76,100,148,164],"mind":[10],"using":[11],"verbal":[12],"non-verbal":[14],"cues,":[15],"where":[16],"multiple":[17,44,119],"different":[18],"facial":[19,51,121,124],"reactions":[20,52,122],"might":[21],"be":[22],"appropriate":[23,120],"in":[24,157],"response":[25],"to":[26,33,108],"a":[27,35,60,82],"specific":[28],"speaker":[29,57],"behaviour.":[30],"Then,":[31],"how":[32],"develop":[34,109],"machine":[36],"learning":[37],"(ML)":[38,114],"model":[39],"that":[40,116],"can":[41,117],"automatically":[42],"generate":[43,118],"appropriate,":[45],"diverse,":[46],"realistic":[47],"synchronised":[49],"human":[50],"from":[53],"an":[54,131],"previously":[55],"unseen":[56],"behaviour":[58],"is":[59,191],"challenging":[61],"task.":[62],"Following":[63],"the":[64,68,77,86,101,146,149,154,158,162,165,169],"successful":[65],"organisation":[66],"first":[69],"REACT":[70,150],"challenge":[71,78,188],"(REACT":[72,79],"2023),":[73],"this":[74],"edition":[75],"2024)":[80],"employs":[81],"subset":[83],"used":[84],"by":[85],"previous":[87],"challenge,":[88],"which":[89],"contains":[90],"segmented":[91],"30-secs":[92],"interaction":[94],"clips":[95],"originally":[96],"recorded":[97],"as":[98],"part":[99],"NOXI":[102],"RECOLA":[104],"datasets,":[105],"encouraging":[106],"participants":[107],"benchmark":[111],"Machine":[112],"Learning":[113],"models":[115],"(including":[123],"image":[125],"sequences":[126],"attributes)":[129],"given":[130],"input":[132],"conversational":[133],"partner's":[134],"stimulus":[135],"under":[136],"various":[137],"video":[139],"conference":[140],"scenarios.":[141],"This":[142],"paper":[143],"presents:":[144],"(i)":[145],"guidelines":[147],"2024":[151],"challenge;":[152,159],"(ii)":[153],"dataset":[155],"utilized":[156],"(iii)":[161],"performance":[163],"baseline":[166,189],"systems":[167],"on":[168],"two":[170],"proposed":[171],"sub-challenges:":[172],"Offline":[173],"Multiple":[174,181],"Appropriate":[175,182],"Facial":[176,183],"Reaction":[177,184],"Generation":[178],"Online":[180],"Generation,":[185],"respectively.":[186],"The":[187],"code":[190],"publicly":[192],"available":[193],"at":[194],"https://github.com/reactmultimodalchallenge/baseline_react2024.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
