{"id":"https://openalex.org/W4408352452","doi":"https://doi.org/10.1109/icassp49660.2025.10889064","title":"UniFaceGAN: High-Quality 3D Face Editing With a Unified Latent Space","display_name":"UniFaceGAN: High-Quality 3D Face Editing With a Unified Latent Space","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408352452","doi":"https://doi.org/10.1109/icassp49660.2025.10889064"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5112961541","display_name":"Jinfu Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfu Wei","raw_affiliation_strings":["Tsinghua University,Shenzhen International Graduate School,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459097","display_name":"Zheng Zhang","orcid":"https://orcid.org/0000-0002-1398-7727"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhang","raw_affiliation_strings":["Huawei Cloud Computing Technologies Co., Ltd.,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Cloud Computing Technologies Co., Ltd.,Shenzhen,China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027794673","display_name":"Ran Liao","orcid":"https://orcid.org/0000-0002-3088-2230"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Liao","raw_affiliation_strings":["Tsinghua University,Shenzhen International Graduate School,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064472970","display_name":"Duan Gao","orcid":"https://orcid.org/0000-0002-0647-6160"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Duan Gao","raw_affiliation_strings":["Huawei Cloud Computing Technologies Co., Ltd.,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Cloud Computing Technologies Co., Ltd.,Shenzhen,China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4136,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76676581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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":0.9991999864578247,"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":0.9991999864578247,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9800999760627747,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9697999954223633,"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":0.7129442691802979},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6711047887802124},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5966987013816833},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49218907952308655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40491020679473877},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3737747073173523},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33485597372055054},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32361137866973877},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.062454283237457275},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.05815044045448303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7129442691802979},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6711047887802124},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5966987013816833},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49218907952308655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40491020679473877},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3737747073173523},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33485597372055054},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32361137866973877},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.062454283237457275},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.05815044045448303},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2017107803","https://openalex.org/W2107037917","https://openalex.org/W2235136907","https://openalex.org/W2237250383","https://openalex.org/W2399826509","https://openalex.org/W2888592273","https://openalex.org/W2962770929","https://openalex.org/W2971834245","https://openalex.org/W3000731301","https://openalex.org/W3015873132","https://openalex.org/W3035574324","https://openalex.org/W3096831136","https://openalex.org/W3207862972","https://openalex.org/W3217030260","https://openalex.org/W4200150166","https://openalex.org/W4226028923","https://openalex.org/W4286611278","https://openalex.org/W4312453532","https://openalex.org/W4312933868","https://openalex.org/W4366999087","https://openalex.org/W4385271111","https://openalex.org/W4385318467","https://openalex.org/W4385538144","https://openalex.org/W4386065879","https://openalex.org/W4386066388","https://openalex.org/W4393158875","https://openalex.org/W4395117380","https://openalex.org/W4400573518","https://openalex.org/W4402753570","https://openalex.org/W4402753957","https://openalex.org/W4402774699","https://openalex.org/W6675302214","https://openalex.org/W6779823529","https://openalex.org/W6791353385","https://openalex.org/W6852774938"],"related_works":["https://openalex.org/W372519479","https://openalex.org/W2356683864","https://openalex.org/W2384667405","https://openalex.org/W2418025259","https://openalex.org/W2567146498","https://openalex.org/W2373216116","https://openalex.org/W2362665430","https://openalex.org/W2352896083","https://openalex.org/W3200942411","https://openalex.org/W2038905316"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,57],"3D":[3,19,33,46,53,74,87,107,126,131],"face":[4,20,132],"generation":[5],"have":[6],"explored":[7],"various":[8,130],"representation":[9,60],"and":[10,44,128,141],"generative":[11],"models.":[12],"However,":[13],"these":[14],"methods":[15],"often":[16],"offer":[17],"limited":[18],"editing":[21,55,113,133],"capabilities.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26,70],"introduce":[27],"UniFaceGAN,":[28],"a":[29,37,59,77,111],"novel":[30],"framework":[31],"for":[32],"facial":[34,47,54,65],"editing,":[35],"leveraging":[36],"unified":[38],"latent":[39,80],"space":[40,61,81],"to":[41,51,104,115],"facilitate":[42],"diverse":[43],"user-friendly":[45],"manipulation.":[48],"The":[49],"key":[50],"efficient":[52],"lies":[56],"establishing":[58],"that":[62],"offers":[63],"essential":[64],"priors.":[66],"To":[67],"achieve":[68],"this,":[69],"propose":[71],"encoding":[72],"high-dimensional":[73],"faces":[75,127],"into":[76],"compact,":[78],"disentangled":[79],"which":[82],"is":[83],"learned":[84],"through":[85],"conditional":[86],"GANs":[88],"guided":[89],"by":[90,110],"text":[91],"descriptions.":[92],"With":[93],"the":[94,97],"help":[95],"of":[96],"GAN":[98],"inversion":[99,117],"techniques,":[100],"UniFaceGAN":[101,122],"allows":[102],"us":[103],"edit":[105],"existing":[106],"faces,":[108],"accompanied":[109],"residual":[112],"strategy":[114],"mitigate":[116],"errors":[118],"efficiently.":[119],"We":[120],"demonstrate":[121],"can":[123],"generate":[124],"high-quality":[125],"supports":[129],"applications,":[134],"including":[135],"CLIP-based":[136],"stylizations,":[137],"multiple-point-based":[138],"drag":[139],"manipulation,":[140],"local":[142],"blending":[143],"among":[144],"multiple":[145],"faces.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
