{"id":"https://openalex.org/W2986992616","doi":"https://doi.org/10.1109/tnnls.2020.3043298","title":"Transductive Zero-Shot Hashing for Multilabel Image Retrieval","display_name":"Transductive Zero-Shot Hashing for Multilabel Image Retrieval","publication_year":2020,"publication_date":"2020-12-25","ids":{"openalex":"https://openalex.org/W2986992616","doi":"https://doi.org/10.1109/tnnls.2020.3043298","mag":"2986992616","pmid":"https://pubmed.ncbi.nlm.nih.gov/33361006"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2020.3043298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2020.3043298","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1911.07192","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070093927","display_name":"Qin Zou","orcid":"https://orcid.org/0000-0001-7955-0782"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Zou","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-7955-0782","affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101739595","display_name":"Ling Cao","orcid":"https://orcid.org/0000-0002-5566-1186"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Cao","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-5566-1186","affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459168","display_name":"Zheng Zhang","orcid":"https://orcid.org/0000-0003-1470-6998"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhang","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336450","display_name":"Long Chen","orcid":"https://orcid.org/0000-0003-4925-0572"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Chen","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4925-0572","affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082259804","display_name":"Song Wang","orcid":"https://orcid.org/0000-0003-4152-5295"},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Song Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, University of South Carolina, Columbia, SC, USA","School of Computer Science and Technology, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-4152-5295","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of South Carolina, Columbia, SC, USA","institution_ids":["https://openalex.org/I155781252"]},{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8625,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.74962887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"33","issue":"4","first_page":"1673","last_page":"1687"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":1.0,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":1.0,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9972000122070312,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.996999979019165,"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":0.7744866609573364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6678095459938049},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.667087733745575},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.6481232047080994},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6109715104103088},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5440461039543152},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.47561532258987427},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.47529137134552},{"id":"https://openalex.org/keywords/binary-code","display_name":"Binary code","score":0.4288371205329895},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4282555878162384},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39903682470321655},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.3297547698020935},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.32137370109558105},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1436692178249359}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7744866609573364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6678095459938049},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.667087733745575},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.6481232047080994},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6109715104103088},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5440461039543152},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.47561532258987427},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.47529137134552},{"id":"https://openalex.org/C63435697","wikidata":"https://www.wikidata.org/wiki/Q864135","display_name":"Binary code","level":3,"score":0.4288371205329895},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4282555878162384},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39903682470321655},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.3297547698020935},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.32137370109558105},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1436692178249359},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tnnls.2020.3043298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2020.3043298","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:33361006","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33361006","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null},{"id":"pmh:oai:arXiv.org:1911.07192","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1911.07192","pdf_url":"https://arxiv.org/pdf/1911.07192","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1911.07192","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1911.07192","pdf_url":"https://arxiv.org/pdf/1911.07192","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G171606249","display_name":null,"funder_award_id":"U1803264","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2311857979","display_name":null,"funder_award_id":"2019QY(Y)0206","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4387305886","display_name":null,"funder_award_id":"61872277","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5028231298","display_name":null,"funder_award_id":"61672376","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/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":109,"referenced_works":["https://openalex.org/W189214596","https://openalex.org/W1861492603","https://openalex.org/W1903029394","https://openalex.org/W1910300841","https://openalex.org/W1923967535","https://openalex.org/W1939575207","https://openalex.org/W1951304353","https://openalex.org/W1956333070","https://openalex.org/W1990537115","https://openalex.org/W1990897408","https://openalex.org/W1992371516","https://openalex.org/W1999818274","https://openalex.org/W2007972815","https://openalex.org/W2030346284","https://openalex.org/W2031489346","https://openalex.org/W2044913453","https://openalex.org/W2051666324","https://openalex.org/W2069870183","https://openalex.org/W2075547840","https://openalex.org/W2123024445","https://openalex.org/W2126725946","https://openalex.org/W2134270519","https://openalex.org/W2141350700","https://openalex.org/W2144172034","https://openalex.org/W2154956324","https://openalex.org/W2162006472","https://openalex.org/W2163605009","https://openalex.org/W2165698076","https://openalex.org/W2171700594","https://openalex.org/W2213253086","https://openalex.org/W2250539671","https://openalex.org/W2251864938","https://openalex.org/W2252238675","https://openalex.org/W2255924030","https://openalex.org/W2289324734","https://openalex.org/W2293597654","https://openalex.org/W2293824885","https://openalex.org/W2300352888","https://openalex.org/W2343306217","https://openalex.org/W2435696002","https://openalex.org/W2464915613","https://openalex.org/W2476624367","https://openalex.org/W2508837377","https://openalex.org/W2560129302","https://openalex.org/W2565611351","https://openalex.org/W2587177071","https://openalex.org/W2605346093","https://openalex.org/W2609698233","https://openalex.org/W2627183927","https://openalex.org/W2733636222","https://openalex.org/W2739565366","https://openalex.org/W2741634395","https://openalex.org/W2754053874","https://openalex.org/W2771872884","https://openalex.org/W2781821509","https://openalex.org/W2793456900","https://openalex.org/W2796938763","https://openalex.org/W2798834175","https://openalex.org/W2799215068","https://openalex.org/W2803696107","https://openalex.org/W2884561390","https://openalex.org/W2899242765","https://openalex.org/W2910453440","https://openalex.org/W2912834795","https://openalex.org/W2914633159","https://openalex.org/W2922420408","https://openalex.org/W2943963440","https://openalex.org/W2962786441","https://openalex.org/W2962990451","https://openalex.org/W2963113062","https://openalex.org/W2963342824","https://openalex.org/W2963960318","https://openalex.org/W2964280870","https://openalex.org/W2965373098","https://openalex.org/W2966218308","https://openalex.org/W2971949219","https://openalex.org/W2978762605","https://openalex.org/W2979728922","https://openalex.org/W2980275434","https://openalex.org/W2981965938","https://openalex.org/W2982379822","https://openalex.org/W2982905682","https://openalex.org/W2998708909","https://openalex.org/W3000471755","https://openalex.org/W3006871679","https://openalex.org/W3018927243","https://openalex.org/W3043317456","https://openalex.org/W3100093508","https://openalex.org/W3103722964","https://openalex.org/W3106512200","https://openalex.org/W3143107425","https://openalex.org/W6639102338","https://openalex.org/W6640412524","https://openalex.org/W6641061663","https://openalex.org/W6648560114","https://openalex.org/W6678470764","https://openalex.org/W6679155404","https://openalex.org/W6681239517","https://openalex.org/W6684191040","https://openalex.org/W6688759320","https://openalex.org/W6691474080","https://openalex.org/W6691979365","https://openalex.org/W6697060382","https://openalex.org/W6697214482","https://openalex.org/W6725199262","https://openalex.org/W6736418640","https://openalex.org/W6741481310","https://openalex.org/W6744059371","https://openalex.org/W6773344466"],"related_works":["https://openalex.org/W3094967175","https://openalex.org/W2166822184","https://openalex.org/W2135779989","https://openalex.org/W2045263322","https://openalex.org/W2754607325","https://openalex.org/W2949049896","https://openalex.org/W2901290148","https://openalex.org/W2797819729","https://openalex.org/W4297909034","https://openalex.org/W29009527"],"abstract_inverted_index":{"Hash":[0],"coding":[1],"has":[2],"been":[3,61],"widely":[4],"used":[5],"in":[6],"the":[7,27,72,86,105,108,121,141,156,165],"approximate":[8],"nearest":[9],"neighbor":[10],"search":[11],"for":[12,63,85,96,134],"large-scale":[13],"image":[14,99],"retrieval.":[15,64,100],"Given":[16],"semantic":[17,49],"annotations":[18],"such":[19],"as":[20],"class":[21],"labels":[22,106],"and":[23,34,37,77,128,143],"pairwise":[24,125],"similarities":[25],"of":[26,74,107],"training":[28,135],"data,":[29,110],"hashing":[30,57,137,158],"methods":[31,68],"can":[32],"learn":[33],"generate":[35],"effective":[36],"compact":[38],"binary":[39],"codes.":[40],"While":[41],"some":[42],"newly":[43],"introduced":[44],"images":[45,76],"may":[46],"contain":[47],"undefined":[48],"labels,":[50],"which":[51],"we":[52],"call":[53],"unseen":[54,98],"images,":[55],"zero-shot":[56],"(ZSH)":[58],"techniques":[59],"have":[60],"studied":[62],"However,":[65],"existing":[66],"ZSH":[67,92],"mainly":[69],"focus":[70],"on":[71,120,148],"retrieval":[73],"single-label":[75],"cannot":[78],"handle":[79],"multilabel":[80,97,151],"ones.":[81],"In":[82,101],"this":[83],"article,":[84],"first":[87],"time,":[88],"a":[89,111,136],"novel":[90],"transductive":[91],"method":[93,159],"is":[94,114],"proposed":[95,157],"order":[102],"to":[103],"predict":[104],"unseen/target":[109,144],"visual-semantic":[112],"bridge":[113],"built":[115],"via":[116],"instance-concept":[117],"coherence":[118],"ranking":[119],"seen/source":[122,142],"data.":[123,145],"Then,":[124],"similarity":[126],"loss":[127,131],"focal":[129],"quantization":[130],"are":[132],"constructed":[133],"model":[138],"using":[139],"both":[140],"Extensive":[146],"evaluations":[147],"three":[149],"popular":[150],"data":[152],"sets":[153],"demonstrate":[154],"that":[155],"achieves":[160],"significantly":[161],"better":[162],"results":[163],"than":[164],"comparison":[166],"methods.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
