{"id":"https://openalex.org/W4376479399","doi":"https://doi.org/10.1145/3571600.3571617","title":"One shot learning in StyleALAE: Preserving facial identity during semantic modification","display_name":"One shot learning in StyleALAE: Preserving facial identity during semantic modification","publication_year":2022,"publication_date":"2022-12-08","ids":{"openalex":"https://openalex.org/W4376479399","doi":"https://doi.org/10.1145/3571600.3571617"},"language":"en","primary_location":{"id":"doi:10.1145/3571600.3571617","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3571600.3571617","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth Indian Conference on Computer Vision, Graphics and Image Processing","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/A5091938673","display_name":"Ravi Kiran Reddy Kotlo Budde","orcid":"https://orcid.org/0000-0002-8364-5052"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ravi Kiran Reddy Kotlo Budde","raw_affiliation_strings":["International Institute of Information Technology Bangalore, IN"],"raw_orcid":"https://orcid.org/0000-0002-8364-5052","affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Bangalore, IN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065364451","display_name":"Shubham Kumar","orcid":"https://orcid.org/0000-0001-8899-5070"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kumar Shubham","raw_affiliation_strings":["International Institute of Information Technology Bangalore, IN"],"raw_orcid":"https://orcid.org/0000-0001-8899-5070","affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Bangalore, IN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101997018","display_name":"G. S. Venkatesh","orcid":"https://orcid.org/0000-0002-1905-4274"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gopalakrishnan Venkatesh","raw_affiliation_strings":["International Institute of Information Technology Bangalore, IN"],"raw_orcid":"https://orcid.org/0000-0002-1905-4274","affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Bangalore, IN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034051823","display_name":"Sriram Gandikota","orcid":"https://orcid.org/0000-0002-9887-7104"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sriram Gandikota","raw_affiliation_strings":["International Institute of Information Technology Bangalore, IN"],"raw_orcid":"https://orcid.org/0000-0002-9887-7104","affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Bangalore, IN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023954608","display_name":"Sarthak Khoche","orcid":"https://orcid.org/0000-0001-7782-6394"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sarthak Khoche","raw_affiliation_strings":["International Institute of Information Technology Bangalore, IN"],"raw_orcid":"https://orcid.org/0000-0001-7782-6394","affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Bangalore, IN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066864733","display_name":"Dinesh Babu Jayagopi","orcid":"https://orcid.org/0000-0003-0080-452X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dinesh Babu Jayagopi","raw_affiliation_strings":["International Institute of Information Technology Bangalore, IN"],"raw_orcid":"https://orcid.org/0000-0003-0080-452X","affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Bangalore, IN","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046309314","display_name":"G. Srinivasaraghavan","orcid":"https://orcid.org/0000-0002-8325-4393"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gopalakrishnan Srinivasaraghavan","raw_affiliation_strings":["International Institute of Information Technology Bangalore, IN"],"raw_orcid":"https://orcid.org/0000-0002-8325-4393","affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Bangalore, IN","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17052144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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/T11448","display_name":"Face recognition and analysis","score":0.9994999766349792,"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/T13877","display_name":"Law in Society and Culture","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8251238465309143},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8197118639945984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6753202080726624},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.6681236624717712},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.6449500322341919},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.548564612865448},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5278009176254272},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4824276864528656},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4681831896305084},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.39928358793258667},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3306216597557068}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8251238465309143},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8197118639945984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6753202080726624},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.6681236624717712},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.6449500322341919},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.548564612865448},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5278009176254272},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4824276864528656},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4681831896305084},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.39928358793258667},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3306216597557068},{"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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3571600.3571617","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3571600.3571617","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5099999904632568,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2064076387","https://openalex.org/W2133665775","https://openalex.org/W2239239723","https://openalex.org/W2510725918","https://openalex.org/W2607421098","https://openalex.org/W2895749211","https://openalex.org/W2962706768","https://openalex.org/W2962770929","https://openalex.org/W2963626105","https://openalex.org/W2964833232","https://openalex.org/W2985068832","https://openalex.org/W2989855043","https://openalex.org/W2990452356","https://openalex.org/W3034431451","https://openalex.org/W3034625979","https://openalex.org/W3035494777","https://openalex.org/W3035574324","https://openalex.org/W3080089353","https://openalex.org/W3102061158","https://openalex.org/W3199869046"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2669956259","https://openalex.org/W4249005693","https://openalex.org/W4392946183","https://openalex.org/W3088732000","https://openalex.org/W2797823148","https://openalex.org/W4323057542"],"abstract_inverted_index":{"Semantic":[0],"face":[1,99],"editing":[2,100],"of":[3,11,30,41,63,86,95,101,124,148],"real-world":[4,177],"facial":[5,89,178],"images":[6,62],"is":[7,46,130],"an":[8,42],"important":[9],"application":[10,94],"generative":[12],"models.":[13,33],"Recently,":[14],"several":[15],"works":[16],"have":[17],"explored":[18],"possible":[19],"techniques":[20],"to":[21,71,112,142,152],"generate":[22,60,172],"such":[23,35],"modifications":[24,174],"by":[25],"utilizing":[26],"the":[27,39,76,84,87,93,122,125,131,134,145,149,157,161],"latent":[28,146],"structure":[29],"pre-trained":[31,150],"GAN":[32],"However,":[34],"approaches":[36],"frequently":[37],"necessitate":[38],"training":[40],"encoder":[43],"network,":[44],"which":[45],"a":[47,54,68,72,108],"time-consuming":[48],"and":[49],"resource-intensive":[50],"procedure.":[51],"StyleALAE":[52,80,96,129],"[17],":[53],"latent-space":[55],"based":[56],"autoencoder":[57],"that":[58,121,168],"can":[59,171],"photorealistic":[61],"high":[64],"quality,":[65],"could":[66],"be":[67],"viable":[69],"alternative":[70],"GAN-based":[73],"architecture.":[74],"Unfortunately,":[75],"reconstructed":[77,126,158],"image":[78,127,159,179],"in":[79,116,128],"does":[81],"not":[82],"preserve":[83],"identity":[85,123],"input":[88,136],"image.":[90,137],"This":[91],"limits":[92],"for":[97],"semantic":[98,154,173],"images.":[102],"In":[103],"our":[104,169],"work,":[105],"we":[106],"propose":[107],"one-shot":[109,163],"learning":[110,164],"approach":[111,170],"address":[113],"this":[114],"problem":[115],"StyleALAE.":[117],"Our":[118],"work":[119],"ensures":[120],"same":[132],"as":[133],"given":[135],"We":[138],"also":[139],"present":[140],"ways":[141],"efficiently":[143],"use":[144],"space":[147],"model":[151],"create":[153],"modification":[155],"over":[156],"within":[160],"proposed":[162],"approach.":[165],"Results":[166],"shows":[167],"on":[175],"any":[176],"while":[180],"preserving":[181],"identity.":[182]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
