{"id":"https://openalex.org/W4403792418","doi":"https://doi.org/10.1145/3664647.3680752","title":"PerFRDiff: Personalised Weight Editing for Multiple Appropriate Facial Reaction Generation","display_name":"PerFRDiff: Personalised Weight Editing for Multiple Appropriate Facial Reaction Generation","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W4403792418","doi":"https://doi.org/10.1145/3664647.3680752"},"language":"en","primary_location":{"id":"doi:10.1145/3664647.3680752","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3680752","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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":true,"raw_author_name":"Hengde Zhu","raw_affiliation_strings":["University of Leicester, Leicester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Leicester, Leicester, United Kingdom","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102972902","display_name":"Xiangyu Kong","orcid":"https://orcid.org/0009-0001-5365-9445"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiangyu Kong","raw_affiliation_strings":["University of Exeter, Exeter, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Exeter, Exeter, United Kingdom","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102747855","display_name":"Weicheng Xie","orcid":"https://orcid.org/0000-0001-8946-7472"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weicheng Xie","raw_affiliation_strings":["Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113508682","display_name":"Xin Huang","orcid":"https://orcid.org/0000-0003-2889-4715"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Huang","raw_affiliation_strings":["South China Normal University, Foshan, China"],"affiliations":[{"raw_affiliation_string":"South China Normal University, Foshan, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019313200","display_name":"Linlin Shen","orcid":"https://orcid.org/0000-0003-1420-0815"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Shen","raw_affiliation_strings":["Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002822427","display_name":"Lu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lu Liu","raw_affiliation_strings":["University of Exeter, Exeter, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Exeter, Exeter, United Kingdom","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"middle","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, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"last","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":false,"raw_author_name":"Siyang Song","raw_affiliation_strings":["University of Leicester, Leicester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Leicester, Leicester, United Kingdom","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100661372"],"corresponding_institution_ids":["https://openalex.org/I153648349"],"apc_list":null,"apc_paid":null,"fwci":2.4689,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9067689,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"9495","last_page":"9504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9973999857902527,"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":0.9973999857902527,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9822999835014343,"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"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/computer-science","display_name":"Computer science","score":0.703109085559845},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36118143796920776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.703109085559845},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36118143796920776}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3664647.3680752","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3680752","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/29812511","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},{"id":"pmh:oai:ore.exeter.ac.uk:10871/137834","is_oa":true,"landing_page_url":"http://hdl.handle.net/10871/137834","pdf_url":null,"source":{"id":"https://openalex.org/S4306401998","display_name":"Open Research Exeter (University of Exeter)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I23923803","host_organization_name":"University of Exeter","host_organization_lineage":["https://openalex.org/I23923803"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/29812511","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2045528981","https://openalex.org/W2089809964","https://openalex.org/W2740440254","https://openalex.org/W2755291975","https://openalex.org/W2894592623","https://openalex.org/W3111896647","https://openalex.org/W3119221111","https://openalex.org/W3149845000","https://openalex.org/W3193766423","https://openalex.org/W3205467510","https://openalex.org/W3206706278","https://openalex.org/W4210279586","https://openalex.org/W4285601347","https://openalex.org/W4297510844","https://openalex.org/W4308509688","https://openalex.org/W4310443798","https://openalex.org/W4312345918","https://openalex.org/W4312726738","https://openalex.org/W4312933868","https://openalex.org/W4385566915","https://openalex.org/W4387968034","https://openalex.org/W4387969668","https://openalex.org/W4387969719","https://openalex.org/W4388188050","https://openalex.org/W4390871677","https://openalex.org/W4390873610","https://openalex.org/W4402753775"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Human":[0],"facial":[1,24,40,50,82,100],"reactions":[2,25,51],"play":[3],"crucial":[4],"roles":[5],"in":[6,26,53,68,143,163],"dyadic":[7],"human-human":[8],"interactions,":[9],"where":[10],"individuals":[11],"(i.e.,":[12],"listeners)":[13],"with":[14],"varying":[15],"cognitive":[16,66,92,141],"process":[17,67,142],"styles":[18],"may":[19],"display":[20],"different":[21],"but":[22,171],"appropriate":[23,49,81,166],"response":[27,54],"to":[28,55,62,119,134],"an":[29],"identical":[30],"behaviour":[31],"expressed":[32],"by":[33],"their":[34],"conversational":[35],"partners.":[36],"While":[37],"several":[38],"existing":[39,161],"reaction":[41,83],"generation":[42,84],"approaches":[43,162],"are":[44,116],"capable":[45],"of":[46,108,123],"generating":[47,164],"multiple":[48,80,147],"(AFRs)":[52],"each":[56],"given":[57],"human":[58,97,139],"behaviour,":[59],"they":[60],"fail":[61],"take":[63],"human's":[64],"personalised":[65,79,91,113,132,178],"AFRs":[69,148],"generation.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74],"propose":[75],"the":[76,95,121,130,137,175],"first":[77,176],"online":[78],"(MAFRG)":[85],"approach":[86,155],"which":[87],"learns":[88],"a":[89,106,124],"unique":[90],"style":[93],"from":[94],"target":[96,138],"listener's":[98,140],"previous":[99],"behaviours":[101],"and":[102,167],"represents":[103],"it":[104],"as":[105,174],"set":[107],"network":[109],"weight":[110,114],"shifts.":[111],"These":[112],"shifts":[115],"then":[117],"applied":[118],"edit":[120],"weights":[122],"pre-trained":[125],"generic":[126,169],"MAFRG":[127,179],"model,":[128],"allowing":[129],"obtained":[131],"model":[133],"naturally":[135],"mimic":[136],"its":[144],"reasoning":[145],"for":[146],"generations.":[149],"Experimental":[150],"results":[151],"show":[152],"that":[153],"our":[154],"not":[156],"only":[157],"largely":[158],"outperformed":[159],"all":[160],"more":[165],"diverse":[168],"AFRs,":[170],"also":[172],"serves":[173],"reliable":[177],"solution.":[180],"Our":[181],"code":[182],"is":[183],"made":[184],"available":[185],"at":[186],"https://github.com/xk0720/PerFRDiff.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}