{"id":"https://openalex.org/W4391741272","doi":"https://doi.org/10.1109/tcss.2024.3356549","title":"STIDNet: Identity-Aware Face Forgery Detection With Spatiotemporal Knowledge Distillation","display_name":"STIDNet: Identity-Aware Face Forgery Detection With Spatiotemporal Knowledge Distillation","publication_year":2024,"publication_date":"2024-02-12","ids":{"openalex":"https://openalex.org/W4391741272","doi":"https://doi.org/10.1109/tcss.2024.3356549"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3356549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3356549","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://napier-repository.worktribe.com/file/3510279/1/STIDNet%3A%20Identity-Aware%20Face%20Forgery%20Detection%20with%20Spatiotemporal%20Knowledge%20Distillation%20%28accepted%20version%29","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087844349","display_name":"Mingqi Fang","orcid":"https://orcid.org/0000-0002-1513-666X"},"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":"Mingqi Fang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089799495","display_name":"Lingyun Yu","orcid":"https://orcid.org/0000-0001-6403-761X"},"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":"Lingyun Yu","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078162380","display_name":"Hongtao Xie","orcid":"https://orcid.org/0000-0002-6249-5315"},"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":"Hongtao Xie","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061330948","display_name":"Qingfeng Tan","orcid":"https://orcid.org/0000-0002-9758-3470"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingfeng Tan","raw_affiliation_strings":["Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044811454","display_name":"Zhiyuan Tan","orcid":"https://orcid.org/0000-0001-5420-2554"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhiyuan Tan","raw_affiliation_strings":["Edinburgh Napier University, Edinburgh, U.K"],"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University, Edinburgh, U.K","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062211930","display_name":"Amir Hussain","orcid":"https://orcid.org/0000-0002-8080-082X"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amir Hussain","raw_affiliation_strings":["Edinburgh Napier University, Edinburgh, U.K"],"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University, Edinburgh, U.K","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064429406","display_name":"Zezheng Wang","orcid":"https://orcid.org/0000-0001-7586-9913"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zezheng Wang","raw_affiliation_strings":["Beijing Kwai Technology Co., Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Kwai Technology Co., Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100658802","display_name":"Jiahong Li","orcid":"https://orcid.org/0009-0003-6844-808X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiahong Li","raw_affiliation_strings":["Beijing Kwai Technology Co., Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Kwai Technology Co., Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056608045","display_name":"Zhihong Tian","orcid":"https://orcid.org/0000-0002-9409-5359"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihong Tian","raw_affiliation_strings":["Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5087844349"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":2.6651,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90705821,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":"4","first_page":"5354","last_page":"5366"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9983000159263611,"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":0.9939000010490417,"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/identity","display_name":"Identity (music)","score":0.6127492189407349},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6039704084396362},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5466211438179016},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.46463942527770996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44479721784591675},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3609207570552826},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08413511514663696},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.07835668325424194}],"concepts":[{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.6127492189407349},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6039704084396362},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5466211438179016},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.46463942527770996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44479721784591675},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3609207570552826},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08413511514663696},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.07835668325424194},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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":2,"locations":[{"id":"doi:10.1109/tcss.2024.3356549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3356549","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","raw_type":"journal-article"},{"id":"pmh:oai:repository@napier.ac.uk:3510279","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/3510279","pdf_url":"https://napier-repository.worktribe.com/file/3510279/1/STIDNet%3A%20Identity-Aware%20Face%20Forgery%20Detection%20with%20Spatiotemporal%20Knowledge%20Distillation%20%28accepted%20version%29","source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:repository@napier.ac.uk:3510279","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/3510279","pdf_url":"https://napier-repository.worktribe.com/file/3510279/1/STIDNet%3A%20Identity-Aware%20Face%20Forgery%20Detection%20with%20Spatiotemporal%20Knowledge%20Distillation%20%28accepted%20version%29","source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2193117753","display_name":"COG-MHEAR: Towards cognitively-inspired 5G-IoT enabled, multi-modal Hearing Aids","funder_award_id":"EP/T021063/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2447866707","display_name":null,"funder_award_id":"EP/T021063/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3391686670","display_name":null,"funder_award_id":"EP/T024917","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3722848311","display_name":null,"funder_award_id":"62102127","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G386565863","display_name":null,"funder_award_id":"EP/T024917/","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4097937278","display_name":"Towards visually-driven speech enhancement for cognitively-inspired multi-modal hearing-aid devices (AV-COGHEAR)","funder_award_id":"EP/M026981/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G472569701","display_name":null,"funder_award_id":"62032006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4752879308","display_name":null,"funder_award_id":"2023QY0204","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4769349813","display_name":null,"funder_award_id":"EP/M026981/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4897510482","display_name":null,"funder_award_id":"62232006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5077752208","display_name":null,"funder_award_id":"U2336202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6288477992","display_name":null,"funder_award_id":"U23B2028","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8452545418","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391741272.pdf","grobid_xml":"https://content.openalex.org/works/W4391741272.grobid-xml"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W753847829","https://openalex.org/W1690739335","https://openalex.org/W1821462560","https://openalex.org/W2044554797","https://openalex.org/W2121169511","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2301937176","https://openalex.org/W2341528187","https://openalex.org/W2531409750","https://openalex.org/W2561238782","https://openalex.org/W2747909401","https://openalex.org/W2798991696","https://openalex.org/W2806833697","https://openalex.org/W2808631503","https://openalex.org/W2887929321","https://openalex.org/W2891145043","https://openalex.org/W2898877033","https://openalex.org/W2942074357","https://openalex.org/W2962898354","https://openalex.org/W2963140444","https://openalex.org/W2963684180","https://openalex.org/W2964016283","https://openalex.org/W2964606879","https://openalex.org/W2969686176","https://openalex.org/W2969985801","https://openalex.org/W2976882027","https://openalex.org/W2982058372","https://openalex.org/W2984287396","https://openalex.org/W3011730758","https://openalex.org/W3017837134","https://openalex.org/W3034196597","https://openalex.org/W3034301684","https://openalex.org/W3034594921","https://openalex.org/W3034713808","https://openalex.org/W3034900344","https://openalex.org/W3035063907","https://openalex.org/W3035524453","https://openalex.org/W3083246145","https://openalex.org/W3092709185","https://openalex.org/W3093022272","https://openalex.org/W3094728142","https://openalex.org/W3097237405","https://openalex.org/W3101998545","https://openalex.org/W3126072720","https://openalex.org/W3135413014","https://openalex.org/W3162322471","https://openalex.org/W3175016299","https://openalex.org/W3175342695","https://openalex.org/W3196204467","https://openalex.org/W3202329792","https://openalex.org/W3202868197","https://openalex.org/W3212410763","https://openalex.org/W4214876496","https://openalex.org/W4221161777","https://openalex.org/W4225767182","https://openalex.org/W4225966148","https://openalex.org/W4283802557","https://openalex.org/W4286375281","https://openalex.org/W4288090950","https://openalex.org/W4297808394","https://openalex.org/W4312388562","https://openalex.org/W4312472072","https://openalex.org/W4312516166","https://openalex.org/W4312857458","https://openalex.org/W4312865419","https://openalex.org/W4313046672","https://openalex.org/W4382239972","https://openalex.org/W6637551013","https://openalex.org/W6638523607","https://openalex.org/W6729831399","https://openalex.org/W6730179637","https://openalex.org/W6756046522","https://openalex.org/W6764542186","https://openalex.org/W6769705151","https://openalex.org/W6780218876","https://openalex.org/W6810495895","https://openalex.org/W6844194202"],"related_works":["https://openalex.org/W2502309190","https://openalex.org/W3048844891","https://openalex.org/W2387659881","https://openalex.org/W3188962172","https://openalex.org/W2794941409","https://openalex.org/W2772917594","https://openalex.org/W4312825515","https://openalex.org/W4306742369","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"The":[0],"impressive":[1],"development":[2],"of":[3,23,37,49,231,251],"facial":[4,145],"manipulation":[5],"techniques":[6],"has":[7],"raised":[8],"severe":[9],"public":[10],"concerns.":[11],"Identity-aware":[12],"methods,":[13],"especially":[14],"suitable":[15,245],"for":[16,77,246],"protecting":[17],"celebrities,":[18],"are":[19,45],"seen":[20],"as":[21],"one":[22],"promising":[24],"face":[25,50,175],"forgery":[26,85],"detection":[27],"approaches":[28],"with":[29,149,235],"additional":[30],"reference":[31,255],"video.":[32],"However,":[33],"without":[34],"in-depth":[35],"observation":[36],"fake":[38],"video\u2019s":[39],"characteristics,":[40],"most":[41],"existing":[42],"identity-aware":[43],"algorithms":[44],"just":[46],"naive":[47],"imitation":[48],"verification":[51],"model":[52,155,193,252],"and":[53,72,81,123,173,204,216,254],"fail":[54],"to":[55,68,156,191,209,218],"exploit":[56],"discriminative":[57,160],"information.":[58],"In":[59],"this":[60],"article,":[61],"we":[62,239],"argue":[63],"that":[64,110,185],"it":[65],"is":[66,104,139,179,189,207,243],"necessary":[67],"take":[69],"both":[70],"spatial":[71,119,159],"temporal":[73,125,169,195],"perspectives":[74],"into":[75],"consideration":[76],"adequate":[78],"inconsistency":[79],"clues":[80],"propose":[82],"a":[83,99,106,118,124,133,182],"novel":[84],"detector":[86],"named":[87],"SpatioTemporal":[88],"IDentity":[89],"network":[90],"(STIDNet).":[91],"To":[92],"effectively":[93],"capture":[94,210],"heterogeneous":[95],"spatiotemporal":[96,213],"information":[97,120,126,188],"in":[98,141,181,249],"unified":[100],"formulation,":[101],"our":[102,177,232],"STIDNet":[103,206,233,242],"following":[105],"knowledge":[107,200],"distillation":[108],"architecture":[109],"the":[111,167,186,229],"student":[112],"identity":[113,136,151,214,221],"extractor":[114],"receives":[115],"supervision":[116],"from":[117,199,202],"encoder":[121,127],"(SIE)":[122],"(TIE)":[128],"through":[129],"multiteacher":[130],"training.":[131],"Specifically,":[132],"regional":[134],"sensitive":[135,217],"modelling":[137],"paradigm":[138],"proposed":[140],"SIE":[142,203],"by":[143,224],"introducing":[144],"blending":[146],"augmentation":[147],"but":[148],"uniform":[150],"label,":[152],"thus":[153],"encourage":[154],"focus":[157],"on":[158],"region":[161],"like":[162],"outer":[163],"face.":[164],"Meanwhile,":[165],"considering":[166],"strong":[168],"correlation":[170],"between":[171],"audio":[172,187],"talking":[174],"video,":[176],"TIE":[178],"devised":[180],"cross-modal":[183],"pattern":[184],"introduced":[190],"supervise":[192],"exploiting":[194],"personalized":[196],"movements.":[197],"Benefit":[198],"transfer":[201],"TIE,":[205],"able":[208],"individual\u2019s":[211],"essential":[212],"attributes":[215],"even":[219],"subtle":[220],"deviation":[222],"caused":[223],"manipulation.":[225],"Extensive":[226],"experiments":[227],"indicate":[228],"superiority":[230],"compared":[234],"previous":[236],"works.":[237],"Moreover,":[238],"also":[240],"demonstrate":[241],"more":[244],"real-world":[247],"implementation":[248],"terms":[250],"complexity":[253],"set":[256],"size.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}