{"id":"https://openalex.org/W4386025726","doi":"https://doi.org/10.1109/tevc.2023.3307245","title":"EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning","display_name":"EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning","publication_year":2023,"publication_date":"2023-08-21","ids":{"openalex":"https://openalex.org/W4386025726","doi":"https://doi.org/10.1109/tevc.2023.3307245"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2023.3307245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2023.3307245","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-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/A5071943020","display_name":"Shiming Chen","orcid":"https://orcid.org/0000-0001-9633-3392"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiming Chen","raw_affiliation_strings":["School of Electronic Information and Communication, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-9633-3392","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communication, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028256225","display_name":"Shuhuang Chen","orcid":"https://orcid.org/0000-0001-6314-4114"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuhuang Chen","raw_affiliation_strings":["School of Electronic Information and Communication, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communication, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109641436","display_name":"Wenjin Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjin Hou","raw_affiliation_strings":["School of Electronic Information and Communication, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communication, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069969191","display_name":"Weiping Ding","orcid":"https://orcid.org/0000-0002-3180-7347"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiping Ding","raw_affiliation_strings":["School of Information Science and Technology, Nantong University, Nantong, China"],"raw_orcid":"https://orcid.org/0000-0002-3180-7347","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057095711","display_name":"Xinge You","orcid":"https://orcid.org/0009-0006-1450-9504"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinge You","raw_affiliation_strings":["School of Electronic Information and Communication, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-0607-1777","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communication, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071943020"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":5.0977,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.96359994,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"28","issue":"3","first_page":"582","last_page":"596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994999766349792,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9634000062942505,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.8710427284240723},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7097194194793701},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.647632360458374},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6293028593063354},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5228883624076843},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5202980637550354},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5096333026885986},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49279406666755676},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.07096061110496521}],"concepts":[{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.8710427284240723},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7097194194793701},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.647632360458374},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6293028593063354},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5228883624076843},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5202980637550354},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5096333026885986},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49279406666755676},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.07096061110496521},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2023.3307245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2023.3307245","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1540945245","display_name":null,"funder_award_id":"2022YFF0712300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1960684060","display_name":null,"funder_award_id":"2022YFC3301704","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2637131324","display_name":null,"funder_award_id":"2022YFC3301004","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3711735600","display_name":null,"funder_award_id":"61976120","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4349950519","display_name":null,"funder_award_id":"2022YFC3301003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4679026377","display_name":null,"funder_award_id":"BK20191445","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G6072911560","display_name":null,"funder_award_id":"62172177","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W2070148066","https://openalex.org/W2111935653","https://openalex.org/W2128532956","https://openalex.org/W2141350700","https://openalex.org/W2171061940","https://openalex.org/W2194775991","https://openalex.org/W2414319411","https://openalex.org/W2463762378","https://openalex.org/W2533598788","https://openalex.org/W2603705233","https://openalex.org/W2744242754","https://openalex.org/W2772366472","https://openalex.org/W2775524044","https://openalex.org/W2887567284","https://openalex.org/W2897718739","https://openalex.org/W2924476266","https://openalex.org/W2938117228","https://openalex.org/W2946547492","https://openalex.org/W2947956927","https://openalex.org/W2954234207","https://openalex.org/W2955096590","https://openalex.org/W2956106298","https://openalex.org/W2962990451","https://openalex.org/W2963283377","https://openalex.org/W2963499153","https://openalex.org/W2963846885","https://openalex.org/W2963918968","https://openalex.org/W2963936013","https://openalex.org/W2963946985","https://openalex.org/W2963960318","https://openalex.org/W2964121818","https://openalex.org/W2965373098","https://openalex.org/W2965658867","https://openalex.org/W2979571231","https://openalex.org/W2980270353","https://openalex.org/W2987301155","https://openalex.org/W2989221291","https://openalex.org/W2998123743","https://openalex.org/W3013601638","https://openalex.org/W3035170495","https://openalex.org/W3045735302","https://openalex.org/W3088798822","https://openalex.org/W3097309192","https://openalex.org/W3098992891","https://openalex.org/W3102310133","https://openalex.org/W3106257197","https://openalex.org/W3109728025","https://openalex.org/W3113948303","https://openalex.org/W3121510528","https://openalex.org/W3126843541","https://openalex.org/W3126868393","https://openalex.org/W3141853337","https://openalex.org/W3141876413","https://openalex.org/W3143107425","https://openalex.org/W3164008977","https://openalex.org/W3185762663","https://openalex.org/W3188304288","https://openalex.org/W3192682950","https://openalex.org/W3203055845","https://openalex.org/W3212436340","https://openalex.org/W3217129418","https://openalex.org/W4200633401","https://openalex.org/W4205761328","https://openalex.org/W4225496262","https://openalex.org/W4229044990","https://openalex.org/W4285600264","https://openalex.org/W4285734683","https://openalex.org/W4289244325","https://openalex.org/W4312664201","https://openalex.org/W4312791158","https://openalex.org/W4313123992","https://openalex.org/W6600609147","https://openalex.org/W6601146891","https://openalex.org/W6621740533","https://openalex.org/W6678360021","https://openalex.org/W6678470764","https://openalex.org/W6682222085","https://openalex.org/W6741832134","https://openalex.org/W6743495212","https://openalex.org/W6750603982","https://openalex.org/W6752515464","https://openalex.org/W6753213934","https://openalex.org/W6753344092","https://openalex.org/W6754700304","https://openalex.org/W6756285791","https://openalex.org/W6760796423","https://openalex.org/W6763578275","https://openalex.org/W6765227985","https://openalex.org/W6802136708","https://openalex.org/W6853569935"],"related_works":["https://openalex.org/W4293320219","https://openalex.org/W2953246223","https://openalex.org/W4283584549","https://openalex.org/W2554314924","https://openalex.org/W4288256692","https://openalex.org/W2998859928","https://openalex.org/W4381885966","https://openalex.org/W2969399009","https://openalex.org/W4398186750","https://openalex.org/W3151498616"],"abstract_inverted_index":{"Zero-shot":[0],"learning":[1],"(ZSL)":[2],"aims":[3],"to":[4,29,60,65,81,107,152,166],"recognize":[5],"the":[6,31,36,84,140,156,160,169,173,185,215,229],"novel":[7],"classes":[8],"which":[9,57],"cannot":[10,58],"be":[11],"collected":[12],"for":[13,44,98,113,155,168,200],"training":[14,150],"a":[15,109,119,147,179,235],"prediction":[16],"model.":[17],"Accordingly,":[18],"generative":[19,22,49,75,85,197,211],"models":[20],"(e.g.,":[21],"adversarial":[23,76,122,149],"network":[24,77,86],"(GAN))":[25],"are":[26,52,190],"typically":[27],"used":[28],"synthesize":[30],"visual":[32,94],"samples":[33],"conditioned":[34],"by":[35,127],"class":[37],"semantic":[38],"vectors":[39],"and":[40,63,90,116,134,188,220],"achieve":[41],"remarkable":[42],"progress":[43],"ZSL.":[45,100,239],"However,":[46],"existing":[47,210],"GAN-based":[48],"ZSL":[50,198,201,212],"methods":[51,213],"based":[53],"on":[54,214],"hand-crafted":[55],"models,":[56],"adapt":[59],"various":[61,196],"datasets/scenarios":[62],"fails":[64],"model":[66],"instability.":[67],"To":[68],"alleviate":[69],"these":[70],"challenges,":[71],"we":[72,102,145,192],"propose":[73],"evolutionary":[74,121,230],"search":[78,112,133,154,167,177,182,233],"(termed":[79],"EGANS)":[80],"automatically":[82],"design":[83],"with":[87,178],"good":[88],"adaptation":[89],"stability,":[91],"enabling":[92],"reliable":[93],"feature":[95],"sample":[96],"synthesis":[97],"advancing":[99],"Specifically,":[101],"adopt":[103,146],"cooperative":[104],"dual":[105],"evolution":[106,130,135,141,174,181],"conduct":[108],"neural":[110,231],"architecture":[111,132,137,143,176,232],"both":[114],"generator":[115,131,142,162,187],"discriminator":[117,136,171,175,189],"under":[118],"unified":[120],"framework.":[123],"EGANS":[124,207],"is":[125,163],"learned":[126],"two":[128],"stages:":[129],"search.":[138],"During":[139],"search,":[144],"many-to-one":[148],"strategy":[151],"evolutionarily":[153],"optimal":[157,161,170,186],"generator.":[158],"Then":[159],"further":[164],"applied":[165],"in":[172,238],"similar":[180],"algorithm.":[183],"Once":[184],"searched,":[191],"entail":[193],"them":[194],"into":[195],"baselines":[199],"classification.":[202],"Extensive":[203],"experiments":[204],"show":[205],"that":[206,228],"consistently":[208],"improve":[209],"standard":[216],"CUB,":[217],"SUN,":[218],"AWA2":[219],"FLO":[221],"datasets.":[222],"The":[223],"significant":[224],"performance":[225],"gains":[226],"indicate":[227],"explores":[234],"virgin":[236],"field":[237]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":9}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
