{"id":"https://openalex.org/W3046537421","doi":"https://doi.org/10.1145/3377929.3390004","title":"A Multi-objective architecture search for generative adversarial networks","display_name":"A Multi-objective architecture search for generative adversarial networks","publication_year":2020,"publication_date":"2020-07-08","ids":{"openalex":"https://openalex.org/W3046537421","doi":"https://doi.org/10.1145/3377929.3390004","mag":"3046537421"},"language":"en","primary_location":{"id":"doi:10.1145/3377929.3390004","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377929.3390004","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3390004&file=p133_kobayashi_suppl.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3390004&file=p133_kobayashi_suppl.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101628421","display_name":"Masayuki Kobayashi","orcid":"https://orcid.org/0000-0003-1688-3277"},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Masayuki Kobayashi","raw_affiliation_strings":["Yokohama National University, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Yokohama National University, Yokohama, Japan","institution_ids":["https://openalex.org/I180203408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077771833","display_name":"Tomoharu Nagao","orcid":"https://orcid.org/0000-0002-2841-9538"},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoharu Nagao","raw_affiliation_strings":["Yokohama National University, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Yokohama National University, Yokohama, Japan","institution_ids":["https://openalex.org/I180203408"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101628421"],"corresponding_institution_ids":["https://openalex.org/I180203408"],"apc_list":null,"apc_paid":null,"fwci":1.4543,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85659466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9574999809265137,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9574999809265137,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9394999742507935,"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":0.7738356590270996},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7591273784637451},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6346065998077393},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5576757192611694},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5518046617507935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5458340048789978},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.5125898718833923},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36141759157180786},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3603121042251587},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.21009859442710876},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11489510536193848}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7738356590270996},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7591273784637451},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6346065998077393},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5576757192611694},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5518046617507935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5458340048789978},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.5125898718833923},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36141759157180786},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3603121042251587},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.21009859442710876},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11489510536193848},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3377929.3390004","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377929.3390004","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3390004&file=p133_kobayashi_suppl.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3377929.3390004","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377929.3390004","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3390004&file=p133_kobayashi_suppl.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3046537421.pdf","grobid_xml":"https://content.openalex.org/works/W3046537421.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2548275288","https://openalex.org/W2566832195","https://openalex.org/W2751842161","https://openalex.org/W2893749619","https://openalex.org/W2905831066","https://openalex.org/W2989221291"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4235873501"],"abstract_inverted_index":{"This":[0],"study":[1],"aimed":[2],"to":[3,25,37],"search":[4,26],"for":[5,12,27],"better":[6],"network":[7,28,48],"architectures":[8,29,49],"and":[9,30,40],"their":[10,31],"hyper-parameters":[11],"generative":[13],"adversarial":[14],"networks":[15],"(GANs).":[16],"To":[17],"this":[18],"end,":[19],"we":[20],"employ":[21],"an":[22],"evolutionary":[23],"algorithm":[24],"hyper-parameters.":[32,53],"We":[33],"applied":[34],"our":[35,43],"method":[36,44],"several":[38],"datasets":[39],"demonstrate":[41],"that":[42],"can":[45],"discover":[46],"promising":[47],"together":[50],"with":[51],"appropriate":[52]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
