{"id":"https://openalex.org/W4390769786","doi":"https://doi.org/10.1109/tmm.2023.3347841","title":"Fine-Grained Representation Alignment for Zero-Shot Domain Adaptation","display_name":"Fine-Grained Representation Alignment for Zero-Shot Domain Adaptation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390769786","doi":"https://doi.org/10.1109/tmm.2023.3347841"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2023.3347841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3347841","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5005060223","display_name":"Yabo Liu","orcid":"https://orcid.org/0000-0001-6647-9817"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yabo Liu","raw_affiliation_strings":["Shenzhen Key Laboratory of Visual Object Detection and Recognition, Harbin Institute of Technology, Shenzhen, China","Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-6647-9817","affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Visual Object Detection and Recognition, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045867920","display_name":"Jinghua Wang","orcid":"https://orcid.org/0000-0002-2629-1198"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghua Wang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2629-1198","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086801574","display_name":"Sheng-hua Zhong","orcid":"https://orcid.org/0000-0002-7524-5999"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenghua Zhong","raw_affiliation_strings":["Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-7524-5999","affiliations":[{"raw_affiliation_string":"Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102967971","display_name":"Lianyang Ma","orcid":"https://orcid.org/0009-0007-1116-0447"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianyang Ma","raw_affiliation_strings":["Tencent Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0007-1116-0447","affiliations":[{"raw_affiliation_string":"Tencent Technology, Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100359961","display_name":"Yong Xu","orcid":"https://orcid.org/0000-0003-0530-2123"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Xu","raw_affiliation_strings":["Shenzhen Key Laboratory of Visual Object Detection and Recognition, Harbin Institute of Technology, Shenzhen, China","Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0530-2123","affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Visual Object Detection and Recognition, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6671,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85138867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"26","issue":null,"first_page":"6285","last_page":"6296"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9776999950408936,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9704999923706055,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8573160171508789},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6507501602172852},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6108559370040894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5635564923286438},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5528280735015869},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5333077311515808},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4983398914337158},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.46265536546707153},{"id":"https://openalex.org/keywords/unavailability","display_name":"Unavailability","score":0.43207743763923645},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39832669496536255},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3960633873939514},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10802525281906128},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07668429613113403}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8573160171508789},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6507501602172852},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6108559370040894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5635564923286438},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5528280735015869},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5333077311515808},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4983398914337158},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46265536546707153},{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.43207743763923645},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39832669496536255},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3960633873939514},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10802525281906128},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07668429613113403},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2023.3347841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3347841","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6689498656","display_name":null,"funder_award_id":"62172285","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8797855491","display_name":null,"funder_award_id":"2023A1515012110","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W171557998","https://openalex.org/W1731081199","https://openalex.org/W1852255964","https://openalex.org/W1903029394","https://openalex.org/W1920962657","https://openalex.org/W2110158442","https://openalex.org/W2112796928","https://openalex.org/W2194775991","https://openalex.org/W2214409633","https://openalex.org/W2412782625","https://openalex.org/W2478454054","https://openalex.org/W2584009249","https://openalex.org/W2593597837","https://openalex.org/W2593768305","https://openalex.org/W2605488490","https://openalex.org/W2627183927","https://openalex.org/W2734358244","https://openalex.org/W2750384547","https://openalex.org/W2763549966","https://openalex.org/W2892623062","https://openalex.org/W2894728917","https://openalex.org/W2958360136","https://openalex.org/W2962793481","https://openalex.org/W2963043696","https://openalex.org/W2963118547","https://openalex.org/W2963898943","https://openalex.org/W2964285681","https://openalex.org/W2981368934","https://openalex.org/W2986015886","https://openalex.org/W2986915914","https://openalex.org/W2998653622","https://openalex.org/W3034324233","https://openalex.org/W3034421932","https://openalex.org/W3034456293","https://openalex.org/W3034631418","https://openalex.org/W3034937575","https://openalex.org/W3035054804","https://openalex.org/W3035136443","https://openalex.org/W3035256099","https://openalex.org/W3035456997","https://openalex.org/W3035480894","https://openalex.org/W3038585207","https://openalex.org/W3095253761","https://openalex.org/W3095799614","https://openalex.org/W3097762837","https://openalex.org/W3099759999","https://openalex.org/W3100164293","https://openalex.org/W3107128441","https://openalex.org/W3108400054","https://openalex.org/W3109042658","https://openalex.org/W3109233242","https://openalex.org/W3109635165","https://openalex.org/W3109831211","https://openalex.org/W3109986233","https://openalex.org/W3110080985","https://openalex.org/W3137160206","https://openalex.org/W3171162797","https://openalex.org/W3171270868","https://openalex.org/W3199130398","https://openalex.org/W3207927571","https://openalex.org/W3211980987","https://openalex.org/W4210923626","https://openalex.org/W4246193833","https://openalex.org/W4313009108","https://openalex.org/W6620707391","https://openalex.org/W6631943919","https://openalex.org/W6637618735","https://openalex.org/W6638523607","https://openalex.org/W6639480849","https://openalex.org/W6639640747","https://openalex.org/W6683124652","https://openalex.org/W6683633756","https://openalex.org/W6695692224","https://openalex.org/W6713955831","https://openalex.org/W6720691552","https://openalex.org/W6729482032","https://openalex.org/W6732249622","https://openalex.org/W6733322467","https://openalex.org/W6734074887","https://openalex.org/W6734209382","https://openalex.org/W6734939518","https://openalex.org/W6741832134","https://openalex.org/W6746282794","https://openalex.org/W6752160200","https://openalex.org/W6761139768","https://openalex.org/W6767680423","https://openalex.org/W6774108707","https://openalex.org/W6779342019"],"related_works":["https://openalex.org/W3080655457","https://openalex.org/W4389474468","https://openalex.org/W4297577100","https://openalex.org/W3166286441","https://openalex.org/W3214142563","https://openalex.org/W3136267388","https://openalex.org/W3186065094","https://openalex.org/W4287263085","https://openalex.org/W3093803318","https://openalex.org/W3204418343"],"abstract_inverted_index":{"Most":[0],"existing":[1,200],"domain":[2,13,27,53,74,124],"adaptation":[3,75],"methods":[4],"learn":[5,78,131,149],"with":[6,79],"both":[7,176],"(labeled)":[8],"samples":[9,16,54,83,97,112],"in":[10,17,34,49,84,98,113,154,182],"the":[11,18,23,51,62,68,85,104,108,114,120,123,136,140,156,163,171,183,199],"source":[12,82],"and":[14,130,179],"(unlabeled)":[15],"target":[19,26,52,111,164],"domain.":[20,165],"Relying":[21],"on":[22,188],"availability":[24],"of":[25,64,70,87,110,116,142],"samples,":[28],"however,":[29],"is":[30,126,159],"not":[31,56,80],"always":[32],"feasible":[33],"real-world":[35],"applications.":[36],"In":[37],"this":[38,47,168],"paper,":[39],"we":[40,77,118],"propose":[41],"a":[42,72,150],"new":[43],"method":[44,146,196],"to":[45,58,132,139,148,162,174],"address":[46],"issue,":[48],"which":[50,155],"do":[55],"need":[57],"be":[59],"available":[60],"for":[61],"task":[63,86,115,138,141],"interest.":[65,143],"To":[66,102],"improve":[67],"performance":[69],"such":[71],"zero-shot":[73],"(ZSDA),":[76],"only":[81],"interest,":[88,117],"but":[89],"also":[90],"seek":[91],"additional":[92],"assistance":[93],"from":[94,135],"those":[95],"dual-domain":[96],"an":[99],"irrelevant":[100,137],"task.":[101],"overcome":[103],"problems":[105],"induced":[106],"by":[107,169],"unavailability":[109],"exploit":[119],"hypothesis":[121],"that":[122,193],"correlation":[125],"consistent":[127],"across":[128],"tasks":[129],"transfer":[133],"it":[134],"Specifically,":[144],"our":[145,194],"aims":[147],"domain-invariant":[151],"representation":[152,184],"space":[153],"source-domain":[157],"classifier":[158],"directly":[160],"transferable":[161],"We":[166],"achieve":[167],"restricting":[170],"two":[172],"domains":[173],"share":[175],"inter-category":[177],"structure":[178,181],"intra-category":[180],"space.":[185],"Experiment":[186],"results":[187],"five":[189],"benchmarking":[190],"datasets":[191],"indicate":[192],"proposed":[195],"significantly":[197],"outperforms":[198],"representative":[201],"baselines.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
