{"id":"https://openalex.org/W3011628670","doi":"https://doi.org/10.1109/access.2020.2982224","title":"A State-of-the-Art Review on Image Synthesis With Generative Adversarial Networks","display_name":"A State-of-the-Art Review on Image Synthesis With Generative Adversarial Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011628670","doi":"https://doi.org/10.1109/access.2020.2982224","mag":"3011628670"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2982224","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2982224","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09043519.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09043519.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100436059","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0003-0184-307X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Mine Digitization Engineering Research Center of the Ministry of Education, China University of Mining and Technology, Xuzhou, China","School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mine Digitization Engineering Research Center of the Ministry of Education, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344481","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-7663-278X"},"institutions":[{"id":"https://openalex.org/I130541836","display_name":"Beijing Institute of Petrochemical Technology","ror":"https://ror.org/025s55q11","country_code":"CN","type":"education","lineage":["https://openalex.org/I130541836"]},{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["Information Engineering College, Beijing Institute of Petrochemical Technology, Beijing, China","Mine Digitization Engineering Research Center of the Ministry of Education, China University of Mining and Technology, Xuzhou, China","School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7663-278X","affiliations":[{"raw_affiliation_string":"Information Engineering College, Beijing Institute of Petrochemical Technology, Beijing, China","institution_ids":["https://openalex.org/I130541836"]},{"raw_affiliation_string":"Mine Digitization Engineering Research Center of the Ministry of Education, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009884942","display_name":"Wen\u2010Jia Yang","orcid":"https://orcid.org/0000-0003-4339-2158"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjia Yang","raw_affiliation_strings":["Mine Digitization Engineering Research Center of the Ministry of Education, China University of Mining and Technology, Xuzhou, China","School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mine Digitization Engineering Research Center of the Ministry of Education, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030812434","display_name":"Fangming Bi","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangming Bi","raw_affiliation_strings":["Mine Digitization Engineering Research Center of the Ministry of Education, China University of Mining and Technology, Xuzhou, China","School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mine Digitization Engineering Research Center of the Ministry of Education, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100420016","display_name":"F. Richard Yu","orcid":"https://orcid.org/0000-0003-1006-7594"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fei Richard Yu","raw_affiliation_strings":["School of Information Technology, Carleton University, Ottawa, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1006-7594","affiliations":[{"raw_affiliation_string":"School of Information Technology, Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100436059"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":10.6906,"has_fulltext":true,"cited_by_count":195,"citation_normalized_percentile":{"value":0.98769603,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"63514","last_page":"63537"},"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":0.9997000098228455,"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":0.9997000098228455,"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":0.9987999796867371,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9919999837875366,"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":0.8700984120368958},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.7217824459075928},{"id":"https://openalex.org/keywords/image-synthesis","display_name":"Image synthesis","score":0.6647456884384155},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6137932538986206},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5920160412788391},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.5914206504821777},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5867314338684082},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5459834337234497},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5179926156997681},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5038227438926697},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5023651123046875},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.49593910574913025},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.47255939245224},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.46067675948143005},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.45136547088623047},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.4166800379753113},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.25778257846832275}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8700984120368958},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.7217824459075928},{"id":"https://openalex.org/C2989087649","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Image synthesis","level":3,"score":0.6647456884384155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6137932538986206},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5920160412788391},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.5914206504821777},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5867314338684082},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5459834337234497},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5179926156997681},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5038227438926697},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5023651123046875},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.49593910574913025},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.47255939245224},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.46067675948143005},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.45136547088623047},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.4166800379753113},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.25778257846832275},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.2982224","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2982224","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09043519.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:carleton.ca:26995","is_oa":true,"landing_page_url":"https://ir.library.carleton.ca/pub/26995","pdf_url":null,"source":{"id":"https://openalex.org/S4306402514","display_name":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access vol. 8, pp. 63514-63537","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:doaj.org/article:70ad2951a00e4c45a655642cc33ae2cf","is_oa":true,"landing_page_url":"https://doaj.org/article/70ad2951a00e4c45a655642cc33ae2cf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 63514-63537 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2982224","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2982224","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09043519.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2805923448","display_name":null,"funder_award_id":"51874299","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G2858069303","display_name":null,"funder_award_id":"20190913","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3429497752","display_name":null,"funder_award_id":"51874300","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4121436841","display_name":null,"funder_award_id":"51874299","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4788242739","display_name":null,"funder_award_id":"U1510115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6284851006","display_name":null,"funder_award_id":"U1510115","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G6518779769","display_name":null,"funder_award_id":"20190902","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G6855926104","display_name":null,"funder_award_id":"20190902","funder_id":"https://openalex.org/F4320337104","funder_display_name":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences"},{"id":"https://openalex.org/G6891302656","display_name":null,"funder_award_id":"51874300","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7491088412","display_name":null,"funder_award_id":"20190913","funder_id":"https://openalex.org/F4320337104","funder_display_name":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences"},{"id":"https://openalex.org/G7876196518","display_name":null,"funder_award_id":"20190902","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G869188677","display_name":null,"funder_award_id":"20190913","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320337104","display_name":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences","ror":"https://ror.org/04nytyj38"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011628670.pdf","grobid_xml":"https://content.openalex.org/works/W3011628670.grobid-xml"},"referenced_works_count":212,"referenced_works":["https://openalex.org/W1710476689","https://openalex.org/W1901129140","https://openalex.org/W1959608418","https://openalex.org/W2085963752","https://openalex.org/W2099471712","https://openalex.org/W2339754110","https://openalex.org/W2554423077","https://openalex.org/W2557414982","https://openalex.org/W2557969682","https://openalex.org/W2579275111","https://openalex.org/W2592232824","https://openalex.org/W2593414223","https://openalex.org/W2611104282","https://openalex.org/W2622064152","https://openalex.org/W2703190149","https://openalex.org/W2738588019","https://openalex.org/W2743780012","https://openalex.org/W2747543643","https://openalex.org/W2765811365","https://openalex.org/W2771558241","https://openalex.org/W2778764040","https://openalex.org/W2778924750","https://openalex.org/W2785678896","https://openalex.org/W2788946026","https://openalex.org/W2792021479","https://openalex.org/W2794022343","https://openalex.org/W2794111629","https://openalex.org/W2796032920","https://openalex.org/W2798729263","https://openalex.org/W2799062770","https://openalex.org/W2804918468","https://openalex.org/W2884805522","https://openalex.org/W2885192629","https://openalex.org/W2887513558","https://openalex.org/W2890139949","https://openalex.org/W2890331340","https://openalex.org/W2890993870","https://openalex.org/W2891158090","https://openalex.org/W2893749619","https://openalex.org/W2899388690","https://openalex.org/W2901249224","https://openalex.org/W2907097116","https://openalex.org/W2907896140","https://openalex.org/W2908747729","https://openalex.org/W2912459656","https://openalex.org/W2914570111","https://openalex.org/W2939594267","https://openalex.org/W2939645724","https://openalex.org/W2940505641","https://openalex.org/W2943992450","https://openalex.org/W2944294033","https://openalex.org/W2944496541","https://openalex.org/W2945475205","https://openalex.org/W2945895420","https://openalex.org/W2947908969","https://openalex.org/W2950253601","https://openalex.org/W2950762136","https://openalex.org/W2952056941","https://openalex.org/W2952627588","https://openalex.org/W2952716587","https://openalex.org/W2952916741","https://openalex.org/W2955821113","https://openalex.org/W2956776104","https://openalex.org/W2957407072","https://openalex.org/W2959397617","https://openalex.org/W2959650063","https://openalex.org/W2962679668","https://openalex.org/W2962719787","https://openalex.org/W2962760235","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962819541","https://openalex.org/W2962878808","https://openalex.org/W2962879692","https://openalex.org/W2962907081","https://openalex.org/W2962927829","https://openalex.org/W2962947361","https://openalex.org/W2962960082","https://openalex.org/W2962968458","https://openalex.org/W2962974533","https://openalex.org/W2963121829","https://openalex.org/W2963201933","https://openalex.org/W2963231084","https://openalex.org/W2963266880","https://openalex.org/W2963290645","https://openalex.org/W2963335855","https://openalex.org/W2963351004","https://openalex.org/W2963373786","https://openalex.org/W2963391470","https://openalex.org/W2963470893","https://openalex.org/W2963521568","https://openalex.org/W2963626105","https://openalex.org/W2963635991","https://openalex.org/W2963723198","https://openalex.org/W2963767194","https://openalex.org/W2963784072","https://openalex.org/W2963814095","https://openalex.org/W2963836885","https://openalex.org/W2963841322","https://openalex.org/W2963890275","https://openalex.org/W2963901923","https://openalex.org/W2963917315","https://openalex.org/W2963981733","https://openalex.org/W2964074081","https://openalex.org/W2964097473","https://openalex.org/W2964118024","https://openalex.org/W2964125246","https://openalex.org/W2964270502","https://openalex.org/W2964341837","https://openalex.org/W2964472976","https://openalex.org/W2964515596","https://openalex.org/W2964833232","https://openalex.org/W2965761874","https://openalex.org/W2969834519","https://openalex.org/W2970454257","https://openalex.org/W2971088228","https://openalex.org/W2979808915","https://openalex.org/W2981036610","https://openalex.org/W2981504820","https://openalex.org/W2981721547","https://openalex.org/W2981827289","https://openalex.org/W2981915309","https://openalex.org/W2982413914","https://openalex.org/W2982559712","https://openalex.org/W2982587597","https://openalex.org/W2982705924","https://openalex.org/W2982763192","https://openalex.org/W2984306354","https://openalex.org/W2984529706","https://openalex.org/W2988407809","https://openalex.org/W2989505547","https://openalex.org/W2989855043","https://openalex.org/W2990431681","https://openalex.org/W2990452356","https://openalex.org/W2990774877","https://openalex.org/W2991302305","https://openalex.org/W2991440249","https://openalex.org/W2995910740","https://openalex.org/W2996043248","https://openalex.org/W3034431451","https://openalex.org/W3034521057","https://openalex.org/W3034814868","https://openalex.org/W3034828529","https://openalex.org/W3042816398","https://openalex.org/W3043547428","https://openalex.org/W3101531717","https://openalex.org/W3101639073","https://openalex.org/W3102726805","https://openalex.org/W3105895388","https://openalex.org/W3106277454","https://openalex.org/W3159890710","https://openalex.org/W4206583090","https://openalex.org/W4288086194","https://openalex.org/W4288326807","https://openalex.org/W4288348623","https://openalex.org/W4288364045","https://openalex.org/W4288409024","https://openalex.org/W4293398859","https://openalex.org/W4294643831","https://openalex.org/W4295109005","https://openalex.org/W4295521014","https://openalex.org/W4301206121","https://openalex.org/W4320013936","https://openalex.org/W6639824700","https://openalex.org/W6640963894","https://openalex.org/W6718379498","https://openalex.org/W6720691552","https://openalex.org/W6729856380","https://openalex.org/W6730095352","https://openalex.org/W6730321471","https://openalex.org/W6732469671","https://openalex.org/W6734074887","https://openalex.org/W6735913928","https://openalex.org/W6737834682","https://openalex.org/W6738824914","https://openalex.org/W6742838202","https://openalex.org/W6745560452","https://openalex.org/W6748582592","https://openalex.org/W6748761748","https://openalex.org/W6753914649","https://openalex.org/W6753938175","https://openalex.org/W6754205955","https://openalex.org/W6754405603","https://openalex.org/W6754919829","https://openalex.org/W6755312952","https://openalex.org/W6756006421","https://openalex.org/W6757857098","https://openalex.org/W6757992745","https://openalex.org/W6758276651","https://openalex.org/W6759429279","https://openalex.org/W6760852420","https://openalex.org/W6760870952","https://openalex.org/W6761232183","https://openalex.org/W6761274001","https://openalex.org/W6762262088","https://openalex.org/W6762655883","https://openalex.org/W6763113603","https://openalex.org/W6763115860","https://openalex.org/W6763669092","https://openalex.org/W6764592098","https://openalex.org/W6765224460","https://openalex.org/W6765645287","https://openalex.org/W6765657114","https://openalex.org/W6765779288","https://openalex.org/W6765978013","https://openalex.org/W6766150548","https://openalex.org/W6766755929","https://openalex.org/W6766854334","https://openalex.org/W6767304066","https://openalex.org/W6768350100","https://openalex.org/W6779669310","https://openalex.org/W6967297727"],"related_works":["https://openalex.org/W2790214987","https://openalex.org/W4366505397","https://openalex.org/W4319453795","https://openalex.org/W4385527149","https://openalex.org/W4287110690","https://openalex.org/W3107517429","https://openalex.org/W4287570469","https://openalex.org/W3176595377","https://openalex.org/W3178813832","https://openalex.org/W2772330423"],"abstract_inverted_index":{"Generative":[0],"Adversarial":[1],"Networks":[2],"(GANs)":[3],"have":[4,77],"achieved":[5,29],"impressive":[6,26],"results":[7],"in":[8,19,30,43,73,107,146],"various":[9,31,141],"image":[10,47,50,52,54,59,61],"synthesis":[11,118],"tasks,":[12],"and":[13,63,68,90,119,137],"are":[14],"becoming":[15],"a":[16],"hot":[17],"topic":[18],"computer":[20],"vision":[21],"research":[22,40,105,134],"because":[23],"of":[24,46,110,125],"the":[25,38,44,70,79,85,108,133,140],"performance":[27],"they":[28],"applications.":[32],"In":[33],"this":[34,126],"paper,":[35],"we":[36,83],"introduce":[37,91],"recent":[39],"on":[41,135,144],"GANs":[42,89,136,145],"field":[45,109],"processing,":[48],"including":[49],"synthesis,":[51],"generation,":[53,115],"semantic":[55],"editing,":[56],"image-to-image":[57],"translation,":[58],"super-resolution,":[60],"inpainting,":[62],"cartoon":[64],"generation.":[65],"We":[66,99],"analyze":[67],"summarize":[69],"methods":[71,93],"used":[72],"these":[74,97],"applications":[75,142],"which":[76],"improved":[78],"generated":[80],"results.":[81],"Then,":[82],"discuss":[84],"challenges":[86],"faced":[87],"by":[88],"some":[92,102],"to":[94,129,138],"deal":[95],"with":[96],"problems.":[98],"also":[100],"preview":[101],"likely":[103],"future":[104],"directions":[106],"GANs,":[111],"such":[112],"as":[113],"video":[114],"facial":[116],"animation":[117],"3D":[120],"face":[121],"reconstruction.":[122],"The":[123],"purpose":[124],"review":[127],"is":[128],"provide":[130],"insights":[131],"into":[132],"present":[139],"based":[143],"different":[147],"scenarios.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":35},{"year":2024,"cited_by_count":43},{"year":2023,"cited_by_count":46},{"year":2022,"cited_by_count":39},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":4}],"updated_date":"2026-05-20T08:49:12.498775","created_date":"2025-10-10T00:00:00"}
