{"id":"https://openalex.org/W4391428897","doi":"https://doi.org/10.1109/tpami.2023.3310872","title":"In-Domain GAN Inversion for Faithful Reconstruction and Editability","display_name":"In-Domain GAN Inversion for Faithful Reconstruction and Editability","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W4391428897","doi":"https://doi.org/10.1109/tpami.2023.3310872","pmid":"https://pubmed.ncbi.nlm.nih.gov/38300785"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2023.3310872","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3310872","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5045628618","display_name":"Jiapeng Zhu","orcid":"https://orcid.org/0000-0001-9198-0304"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Jiapeng Zhu","raw_affiliation_strings":["Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR","Department of Computer Science and Engineering, the Hong Kong University of Science and Technology, Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, the Hong Kong University of Science and Technology, Hong Kong SAR","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103003762","display_name":"Yujun Shen","orcid":"https://orcid.org/0000-0003-3801-6705"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yujun Shen","raw_affiliation_strings":["Ant Research, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Research, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019024625","display_name":"Yinghao Xu","orcid":"https://orcid.org/0000-0003-2696-9664"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yinghao Xu","raw_affiliation_strings":["Department of Information Engineering, The Chinese University of Hong Kong, Hong Kong SAR","Department of Information Engineering, the Chinese University of Hong Kong, Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, The Chinese University of Hong Kong, Hong Kong SAR","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Information Engineering, the Chinese University of Hong Kong, Hong Kong SAR","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101911374","display_name":"Deli Zhao","orcid":"https://orcid.org/0000-0002-8838-578X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deli Zhao","raw_affiliation_strings":["Ant Research, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Research, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719529","display_name":"Qifeng Chen","orcid":"https://orcid.org/0000-0003-2199-3948"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qifeng Chen","raw_affiliation_strings":["Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR","Department of Computer Science and Engineering, the Hong Kong University of Science and Technology, Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, the Hong Kong University of Science and Technology, Hong Kong SAR","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033444412","display_name":"Bolei Zhou","orcid":"https://orcid.org/0000-0003-4030-0684"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bolei Zhou","raw_affiliation_strings":["Computer Science Department, University of California, Los Angeles, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of California, Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045628618"],"corresponding_institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":2.2436,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88463232,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"46","issue":"5","first_page":"2607","last_page":"2621"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9972000122070312,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8109592199325562},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6832265257835388},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.6455782651901245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5526542663574219},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4852978587150574},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.432489812374115},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4132997691631317},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3836045563220978},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32624250650405884},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07922351360321045}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8109592199325562},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6832265257835388},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6455782651901245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5526542663574219},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4852978587150574},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.432489812374115},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4132997691631317},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3836045563220978},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32624250650405884},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07922351360321045},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tpami.2023.3310872","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3310872","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:38300785","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38300785","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-137105","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-137105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W967544008","https://openalex.org/W1834627138","https://openalex.org/W1901129140","https://openalex.org/W2125389028","https://openalex.org/W2194775991","https://openalex.org/W2519536754","https://openalex.org/W2603777577","https://openalex.org/W2605032625","https://openalex.org/W2732026016","https://openalex.org/W2785678896","https://openalex.org/W2934375473","https://openalex.org/W2950689937","https://openalex.org/W2952773607","https://openalex.org/W2961363059","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962974533","https://openalex.org/W2963073614","https://openalex.org/W2963105487","https://openalex.org/W2963470893","https://openalex.org/W2963767194","https://openalex.org/W2963800363","https://openalex.org/W2963890275","https://openalex.org/W2988021769","https://openalex.org/W3003162010","https://openalex.org/W3014852036","https://openalex.org/W3024654676","https://openalex.org/W3026885507","https://openalex.org/W3034431451","https://openalex.org/W3034600949","https://openalex.org/W3035355202","https://openalex.org/W3035570181","https://openalex.org/W3035574324","https://openalex.org/W3094954720","https://openalex.org/W3102061158","https://openalex.org/W3107096356","https://openalex.org/W3109910669","https://openalex.org/W3122887115","https://openalex.org/W3127419657","https://openalex.org/W3159890710","https://openalex.org/W3173102319","https://openalex.org/W3174807077","https://openalex.org/W3176913662","https://openalex.org/W3177221875","https://openalex.org/W3178406257","https://openalex.org/W3180268133","https://openalex.org/W3201739204","https://openalex.org/W3201878193","https://openalex.org/W4286976841","https://openalex.org/W4287635733","https://openalex.org/W4297775537","https://openalex.org/W4297818800","https://openalex.org/W4312562701","https://openalex.org/W4312984277","https://openalex.org/W6625168331","https://openalex.org/W6637373629","https://openalex.org/W6678815747","https://openalex.org/W6685352114","https://openalex.org/W6714590955","https://openalex.org/W6715501732","https://openalex.org/W6729939709","https://openalex.org/W6734007871","https://openalex.org/W6735913928","https://openalex.org/W6737664043","https://openalex.org/W6741832134","https://openalex.org/W6745560452","https://openalex.org/W6749927861","https://openalex.org/W6754105239","https://openalex.org/W6755312952","https://openalex.org/W6756795808","https://openalex.org/W6765052341","https://openalex.org/W6765715257","https://openalex.org/W6767735133","https://openalex.org/W6771946023","https://openalex.org/W6773517458","https://openalex.org/W6779093361","https://openalex.org/W6784649575","https://openalex.org/W6796788208","https://openalex.org/W6810852863"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W1647606319","https://openalex.org/W4390494008","https://openalex.org/W2053596378","https://openalex.org/W2922442631"],"abstract_inverted_index":{"Generative":[0],"Adversarial":[1],"Networks":[2],"(GANs)":[3],"have":[4],"significantly":[5],"advanced":[6],"image":[7,25,45,68,141,200],"synthesis":[8],"through":[9],"mapping":[10],"randomly":[11],"sampled":[12],"latent":[13,37,120,208],"codes":[14],"to":[15,23,33,46,112,132],"high-fidelity":[16],"synthesized":[17],"images.":[18],"However,":[19],"applying":[20],"well-trained":[21],"GANs":[22,139],"real":[24],"editing":[26,148,186],"remains":[27],"challenging.":[28],"A":[29],"common":[30],"solution":[31],"is":[32,49],"find":[34],"an":[35,199],"approximate":[36],"code":[38,116],"that":[39],"can":[40,83],"adequately":[41],"recover":[42],"the":[43,66,70,80,88,114,118,123,135,159,162,165,172,178,181,185,206],"input":[44],"edit,":[47],"which":[48,102],"also":[50],"known":[51],"as":[52,169,171],"GAN":[53,58,100,125,196],"inversion.":[54],"To":[55],"invert":[56],"a":[57,105,109,144,189,195],"model,":[59],"prior":[60],"works":[61],"typically":[62],"focus":[63],"on":[64,78,158,193],"reconstructing":[65],"target":[67],"at":[69,87],"pixel":[71],"level,":[72],"yet":[73],"few":[74],"studies":[75],"are":[76],"conducted":[77],"whether":[79],"inverted":[81,115],"result":[82],"well":[84,170],"support":[85],"manipulation":[86],"semantic":[89],"level.":[90],"This":[91],"work":[92],"fills":[93],"in":[94,117,205],"this":[95,128],"gap":[96],"by":[97,138],"proposing":[98],"in-domain":[99],"inversion,":[101],"consists":[103],"of":[104,122,147,161],"domain-guided":[106],"encoder":[107,163],"and":[108,176,184],"domain-regularized":[110],"optimizer,":[111],"regularize":[113],"native":[119],"space":[121],"pre-trained":[124],"model.":[126],"In":[127],"way,":[129],"we":[130],"manage":[131],"sufficiently":[133],"reuse":[134],"knowledge":[136],"learned":[137,207],"for":[140],"reconstruction,":[142],"facilitating":[143],"wide":[145],"range":[146],"applications":[149],"without":[150],"any":[151],"retraining.":[152],"We":[153],"further":[154],"make":[155],"comprehensive":[156],"analyses":[157],"effects":[160],"structure,":[164],"starting":[166],"inversion":[167,173],"point,":[168],"parameter":[174],"space,":[175],"observe":[177],"trade-off":[179,190],"between":[180],"reconstruction":[182],"quality":[183],"property.":[187],"Such":[188],"sheds":[191],"light":[192],"how":[194],"model":[197],"represents":[198],"with":[201],"various":[202],"semantics":[203],"encoded":[204],"distribution.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}