{"id":"https://openalex.org/W4321608032","doi":"https://doi.org/10.1109/tmm.2023.3248143","title":"Language-Guided Face Animation by Recurrent StyleGAN-Based Generator","display_name":"Language-Guided Face Animation by Recurrent StyleGAN-Based Generator","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4321608032","doi":"https://doi.org/10.1109/tmm.2023.3248143"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2023.3248143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3248143","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5057633362","display_name":"Tiankai Hang","orcid":"https://orcid.org/0000-0003-1005-7150"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tiankai Hang","raw_affiliation_strings":["School of Computer Science and Engineering, and the Key Laboratory of Computer Network and Information Integration, Ministry of Education, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-1005-7150","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, and the Key Laboratory of Computer Network and Information Integration, Ministry of Education, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101953782","display_name":"Huan Yang","orcid":"https://orcid.org/0000-0002-8612-0702"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Yang","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8612-0702","affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073199084","display_name":"Bei Liu","orcid":"https://orcid.org/0000-0001-8857-0953"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bei Liu","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8857-0953","affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072029041","display_name":"Jianlong Fu","orcid":"https://orcid.org/0000-0002-1025-2012"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianlong Fu","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1025-2012","affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074742406","display_name":"Xin Geng","orcid":"https://orcid.org/0000-0001-7729-0622"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Geng","raw_affiliation_strings":["School of Computer Science and Engineering, and the Key Laboratory of Computer Network and Information Integration, Ministry of Education, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7729-0622","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, and the Key Laboratory of Computer Network and Information Integration, Ministry of Education, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101666011","display_name":"Baining Guo","orcid":"https://orcid.org/0000-0001-8349-8868"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baining Guo","raw_affiliation_strings":["School of Computer Science and Engineering, and the Key Laboratory of Computer Network and Information Integration, Ministry of Education, Southeast University, Nanjing, China","Microsoft Research Asia"],"raw_orcid":"https://orcid.org/0000-0001-8349-8868","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, and the Key Laboratory of Computer Network and Information Integration, Ministry of Education, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Microsoft Research Asia","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057633362"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":1.7373,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.86522142,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"25","issue":null,"first_page":"9216","last_page":"9227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9994000196456909,"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/T12290","display_name":"Human Motion and Animation","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8869286775588989},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.6661725640296936},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6505793333053589},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5181630849838257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4684600532054901},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38806644082069397},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3702901005744934},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3473122715950012},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.33930450677871704},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32745784521102905}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8869286775588989},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.6661725640296936},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6505793333053589},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5181630849838257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4684600532054901},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38806644082069397},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3702901005744934},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3473122715950012},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.33930450677871704},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32745784521102905},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2023.3248143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3248143","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2814906339","display_name":null,"funder_award_id":"62076063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5213681007","display_name":null,"funder_award_id":"62125602","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"},{"id":"https://openalex.org/F4320333993","display_name":"Microsoft Research Asia","ror":"https://ror.org/0300m5276"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1921523184","https://openalex.org/W1969736828","https://openalex.org/W2194775991","https://openalex.org/W2331128040","https://openalex.org/W2789917104","https://openalex.org/W2883127586","https://openalex.org/W2883861033","https://openalex.org/W2950689937","https://openalex.org/W2962770929","https://openalex.org/W2962784628","https://openalex.org/W2963092440","https://openalex.org/W2964045146","https://openalex.org/W3014611590","https://openalex.org/W3026885507","https://openalex.org/W3034521057","https://openalex.org/W3035574324","https://openalex.org/W3091588028","https://openalex.org/W3094954720","https://openalex.org/W3109908659","https://openalex.org/W3165405144","https://openalex.org/W3166255651","https://openalex.org/W3174194560","https://openalex.org/W3177221875","https://openalex.org/W3178406257","https://openalex.org/W3206627384","https://openalex.org/W3215626407","https://openalex.org/W3216156094","https://openalex.org/W4206517532","https://openalex.org/W4214926101","https://openalex.org/W4224035735","https://openalex.org/W4226289673","https://openalex.org/W4229551716","https://openalex.org/W4286611278","https://openalex.org/W4312283676","https://openalex.org/W4312694728","https://openalex.org/W4312910992","https://openalex.org/W4312971576","https://openalex.org/W4313179570","https://openalex.org/W4385245566","https://openalex.org/W6631190155","https://openalex.org/W6640185926","https://openalex.org/W6753914649","https://openalex.org/W6755312952","https://openalex.org/W6767264202","https://openalex.org/W6775188310","https://openalex.org/W6779093361","https://openalex.org/W6787802714","https://openalex.org/W6789753369","https://openalex.org/W6790019176","https://openalex.org/W6791353385","https://openalex.org/W6791846518","https://openalex.org/W6795288823","https://openalex.org/W6797109355","https://openalex.org/W6803872405","https://openalex.org/W6809885388","https://openalex.org/W6810793953","https://openalex.org/W6810940779","https://openalex.org/W6838639034"],"related_works":["https://openalex.org/W4310844315","https://openalex.org/W2532377291","https://openalex.org/W2000013817","https://openalex.org/W4296190881","https://openalex.org/W2366362996","https://openalex.org/W2517624617","https://openalex.org/W2378422373","https://openalex.org/W2129566390","https://openalex.org/W2360905385","https://openalex.org/W2535923857"],"abstract_inverted_index":{"Recent":[0],"works":[1],"on":[2,164],"language-guided":[3,44],"image":[4,54,193],"manipulation":[5],"have":[6],"shown":[7],"great":[8],"power":[9],"of":[10,58,87,181,197],"language":[11,27,94,150],"in":[12,26,152,184],"providing":[13],"rich":[14],"semantics,":[15],"especially":[16],"for":[17],"face":[18,45,53,129],"images.":[19],"However,":[20],"the":[21,36,56,93,112,128,179,195],"other":[22],"natural":[23],"information,":[24],"motions,":[25],"is":[28],"less":[29],"explored.":[30],"In":[31],"this":[32],"paper,":[33],"we":[34,69,77],"leverage":[35],"motion":[37,81,90,138],"information":[38,91,101],"and":[39,65,89,95,140,161,175,187],"study":[40],"a":[41,51,71,79,85,103,123,131,141],"novel":[42],"task,":[43],"animation,":[46],"that":[47],"aims":[48],"to":[49,83,102,106,126,136,144],"animate":[50],"static":[52],"with":[55,99,148,158,194],"help":[57],"languages.":[59],"To":[60,110],"better":[61],"utilize":[62],"both":[63,159],"semantics":[64],"motions":[66],"from":[67,92,190],"languages,":[68],"propose":[70,78],"simple":[72],"yet":[73],"effective":[74],"framework.":[75],"Specifically,":[76],"recurrent":[80],"generator":[82],"extract":[84],"series":[86],"semantic":[88],"feed":[96],"it":[97],"along":[98],"visual":[100],"pre-trained":[104],"StyleGAN":[105],"generate":[107],"high-quality":[108,186],"frames.":[109],"optimize":[111],"proposed":[113,121],"framework,":[114],"three":[115],"carefully":[116],"designed":[117],"loss":[118,125,135,143],"functions":[119],"are":[120],"including":[122],"regularization":[124,134],"keep":[127],"identity,":[130],"path":[132],"length":[133],"ensure":[137],"smoothness,":[139],"contrastive":[142],"enable":[145],"video":[146],"synthesis":[147],"various":[149],"guidance":[151,196],"one":[153,191],"single":[154],"model.":[155],"Extensive":[156],"experiments":[157],"qualitative":[160],"quantitative":[162],"evaluations":[163],"diverse":[165],"domains":[166],"(":[167],"<italic":[168],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[169,205],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">e.g.,</i>":[170],"human":[171],"face,":[172,174],"anime":[173],"dog":[176],"face)":[177],"demonstrate":[178],"superiority":[180],"our":[182],"model":[183],"generating":[185],"realistic":[188],"videos":[189],"still":[192],"language.":[198],"Code":[199],"will":[200],"be":[201],"available":[202],"at":[203],"<uri":[204],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/researchmm/language-guided-animation.git</uri>":[206]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
