{"id":"https://openalex.org/W4308236204","doi":"https://doi.org/10.1109/icip46576.2022.9897791","title":"Semantic Unfolding of Stylegan Latent Space","display_name":"Semantic Unfolding of Stylegan Latent Space","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308236204","doi":"https://doi.org/10.1109/icip46576.2022.9897791"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897791","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-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/A5007387824","display_name":"Mustafa Shukor","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mustafa Shukor","raw_affiliation_strings":["InterDigital, Inc.,France","InterDigital, Inc., France"],"affiliations":[{"raw_affiliation_string":"InterDigital, Inc.,France","institution_ids":[]},{"raw_affiliation_string":"InterDigital, Inc., France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001407592","display_name":"Xu Yao","orcid":"https://orcid.org/0000-0001-7276-9271"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu Yao","raw_affiliation_strings":["InterDigital, Inc.,France","InterDigital, Inc., France"],"affiliations":[{"raw_affiliation_string":"InterDigital, Inc.,France","institution_ids":[]},{"raw_affiliation_string":"InterDigital, Inc., France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005012919","display_name":"Bharath Bushan Damodaran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bharath Bushan Damodaran","raw_affiliation_strings":["InterDigital, Inc.,France","InterDigital, Inc., France"],"affiliations":[{"raw_affiliation_string":"InterDigital, Inc.,France","institution_ids":[]},{"raw_affiliation_string":"InterDigital, Inc., France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041269156","display_name":"Pierre Hellier","orcid":"https://orcid.org/0000-0003-3603-2381"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pierre Hellier","raw_affiliation_strings":["InterDigital, Inc.,France","InterDigital, Inc., France"],"affiliations":[{"raw_affiliation_string":"InterDigital, Inc.,France","institution_ids":[]},{"raw_affiliation_string":"InterDigital, Inc., France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007387824"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3612,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67681449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"221","last_page":"225"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T11448","display_name":"Face recognition and analysis","score":0.9944999814033508,"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":0.9944999814033508,"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":0.7770927548408508},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.7193670272827148},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6038305163383484},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5812615156173706},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5454947352409363},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.541808009147644},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5296005606651306},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5251989960670471},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4420406222343445},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.42821264266967773},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.41667890548706055},{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.4118579924106598},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3296140134334564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2167976200580597},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13340982794761658}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7770927548408508},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.7193670272827148},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6038305163383484},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5812615156173706},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5454947352409363},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.541808009147644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5296005606651306},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5251989960670471},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4420406222343445},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.42821264266967773},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.41667890548706055},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.4118579924106598},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3296140134334564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2167976200580597},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13340982794761658},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897791","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W2101234009","https://openalex.org/W2962770929","https://openalex.org/W2963105487","https://openalex.org/W2963684088","https://openalex.org/W2985068832","https://openalex.org/W3014852036","https://openalex.org/W3026885507","https://openalex.org/W3034431451","https://openalex.org/W3035355202","https://openalex.org/W3035574324","https://openalex.org/W3035653890","https://openalex.org/W3039383054","https://openalex.org/W3094954720","https://openalex.org/W3102061158","https://openalex.org/W3155711961","https://openalex.org/W3176913662","https://openalex.org/W3180268133","https://openalex.org/W3204663154","https://openalex.org/W4212774754","https://openalex.org/W4297798428","https://openalex.org/W4320013936","https://openalex.org/W6675354045","https://openalex.org/W6685352114","https://openalex.org/W6714644935","https://openalex.org/W6741832134","https://openalex.org/W6745560452","https://openalex.org/W6748445624","https://openalex.org/W6780398611","https://openalex.org/W6794725265"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W2280377497","https://openalex.org/W3174044702","https://openalex.org/W4238433571","https://openalex.org/W2967848559","https://openalex.org/W4283803360","https://openalex.org/W4317695495","https://openalex.org/W4387506531"],"abstract_inverted_index":{"Generative":[0],"adversarial":[1],"networks":[2],"(GANs)":[3],"have":[4],"proven":[5],"to":[6,21,64,88],"be":[7],"surprisingly":[8],"efficient":[9,91],"for":[10,93],"image":[11,95],"editing":[12,27,53],"by":[13],"inverting":[14],"and":[15,82],"manipulating":[16],"the":[17,31,35,44],"latent":[18,36,77],"code":[19],"corresponding":[20],"an":[22],"input":[23],"real":[24],"image.":[25],"This":[26],"property":[28],"emerges":[29],"from":[30],"disentangled":[32],"nature":[33],"of":[34],"space.":[37],"In":[38],"this":[39,86],"paper,":[40],"we":[41,83],"identify":[42],"that":[43,85],"facial":[45,52],"attribute":[46,57],"disentanglement":[47,67],"is":[48,59],"not":[49],"optimal,":[50],"thus":[51,62],"relying":[54],"on":[55],"linear":[56],"separation":[58],"flawed.":[60],"We":[61],"propose":[63],"improve":[65],"semantic":[66],"with":[68],"supervision.":[69],"Our":[70],"method":[71],"consists":[72],"in":[73],"learning":[74],"a":[75,89],"proxy":[76],"representation":[78],"using":[79],"normalizing":[80],"flows,":[81],"show":[84],"leads":[87],"more":[90],"space":[92],"face":[94],"editing.":[96]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}