{"id":"https://openalex.org/W4403674635","doi":"https://doi.org/10.1109/tits.2024.3480156","title":"Adversarial Style-Irrelevant Feature Learning With Refined Soft Pseudo Labels for Domain-Adaptive Vehicle Re-Identification","display_name":"Adversarial Style-Irrelevant Feature Learning With Refined Soft Pseudo Labels for Domain-Adaptive Vehicle Re-Identification","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4403674635","doi":"https://doi.org/10.1109/tits.2024.3480156"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2024.3480156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3480156","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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/A5085494360","display_name":"Wei Sun","orcid":"https://orcid.org/0000-0002-4870-2971"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Sun","raw_affiliation_strings":["School of Automation and Jiangsu Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4870-2971","affiliations":[{"raw_affiliation_string":"School of Automation and Jiangsu Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102707681","display_name":"Yahua Hu","orcid":"https://orcid.org/0000-0003-3115-5956"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yahua Hu","raw_affiliation_strings":["School of Automation, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3115-5956","affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739262","display_name":"Xiaorui Zhang","orcid":"https://orcid.org/0000-0002-7571-2593"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaorui Zhang","raw_affiliation_strings":["College of Computer and Information Engineering, Nanjing Tech University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7571-2593","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Nanjing Tech University, Nanjing, China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103539953","display_name":"Xin Yao","orcid":"https://orcid.org/0009-0008-8773-3077"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["School of Automation, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0008-8773-3077","affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019785197","display_name":"Xiaozheng He","orcid":"https://orcid.org/0000-0002-1633-4748"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaozheng He","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-1633-4748","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA","institution_ids":["https://openalex.org/I165799507"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9449,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88263618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"25","issue":"12","first_page":"20602","last_page":"20615"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9745000004768372,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9745000004768372,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9592000246047974,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"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":0.9538000226020813,"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/adversarial-system","display_name":"Adversarial system","score":0.6900656819343567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6205084323883057},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6046593189239502},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5650897026062012},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5633915662765503},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.530541718006134},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38987815380096436},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37305015325546265},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17414098978042603}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6900656819343567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6205084323883057},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6046593189239502},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5650897026062012},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5633915662765503},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.530541718006134},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38987815380096436},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37305015325546265},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17414098978042603},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2024.3480156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3480156","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2552781305","display_name":null,"funder_award_id":"BK20201136","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G2837742602","display_name":null,"funder_award_id":"62376128","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6777838957","display_name":null,"funder_award_id":"SJCX23_0380","funder_id":"https://openalex.org/F4320334982","funder_display_name":"Basic Research Program of Jiangsu Province"},{"id":"https://openalex.org/G7747198929","display_name":null,"funder_award_id":"62272236","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/F4320334982","display_name":"Basic Research Program of Jiangsu Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1949591461","https://openalex.org/W2097074808","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2470322391","https://openalex.org/W2471048925","https://openalex.org/W2585635281","https://openalex.org/W2618530766","https://openalex.org/W2904427185","https://openalex.org/W2953759675","https://openalex.org/W2962859295","https://openalex.org/W2963000559","https://openalex.org/W2963047834","https://openalex.org/W2967817507","https://openalex.org/W2988852559","https://openalex.org/W2995852213","https://openalex.org/W2999929549","https://openalex.org/W3003662986","https://openalex.org/W3009238880","https://openalex.org/W3009761962","https://openalex.org/W3010811777","https://openalex.org/W3034209284","https://openalex.org/W3035556689","https://openalex.org/W3046320925","https://openalex.org/W3093945832","https://openalex.org/W3096831136","https://openalex.org/W3126501190","https://openalex.org/W3133505799","https://openalex.org/W3173777106","https://openalex.org/W3198461787","https://openalex.org/W3209499093","https://openalex.org/W4205222395","https://openalex.org/W4214507204","https://openalex.org/W4225472057","https://openalex.org/W4226238200","https://openalex.org/W4288070450","https://openalex.org/W4295312788","https://openalex.org/W4299381621","https://openalex.org/W4312307020","https://openalex.org/W4312716349","https://openalex.org/W4313555338","https://openalex.org/W4379382547","https://openalex.org/W4381733062","https://openalex.org/W4381846326","https://openalex.org/W6766978945","https://openalex.org/W6771395016"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W2619203976"],"abstract_inverted_index":{"Domain-adaptive":[0],"vehicle":[1,25,171,187,204],"re-identification":[2,188],"is":[3,115,159],"a":[4,14,111],"challenging":[5],"task":[6],"that":[7,37,63],"aims":[8,163],"to":[9,18,49,106,117,164],"transfer":[10],"the":[11,31,58,66,93,131,145,148,166,175,182,186,193],"knowledge":[12,125],"from":[13,126,138],"labeled":[15],"source":[16,59],"domain":[17,22,102,155],"an":[19,76,153],"unlabeled":[20],"target":[21,61],"for":[23],"effective":[24],"re-identification.":[26,205],"Two":[27],"key":[28],"challenges":[29,74],"hinder":[30],"effectiveness":[32],"of":[33,44,96,147,185,195],"existing":[34],"domain-adaptive":[35,108,183],"methods":[36,201],"rely":[38],"on":[39],"clustering":[40,50],"algorithms:":[41],"1)":[42],"generation":[43],"false":[45],"pseudo":[46,86,97,120,151],"labels":[47,98],"due":[48],"errors":[51],"and":[52,60,173],"2)":[53],"significant":[54],"distributional":[55,103,176],"disparities":[56,177],"between":[57],"domains":[62],"can":[64],"mislead":[65],"learning":[67,80,137],"process.":[68],"This":[69,88,122,134,161],"study":[70],"tackles":[71],"these":[72],"two":[73],"with":[75,144],"adversarial":[77,154],"style-irrelevant":[78],"feature":[79,157],"framework":[81,89],"guided":[82],"by":[83],"refined":[84,149],"soft":[85,119,150],"labels.":[87,121],"not":[90],"only":[91],"enhances":[92],"confidence":[94],"level":[95],"but":[99],"also":[100],"mitigates":[101],"disparities,":[104],"leading":[105],"improved":[107],"capabilities.":[109],"Specifically,":[110],"centroid":[112],"similarity":[113],"ranking":[114],"utilized":[116],"refine":[118],"process":[123],"preserves":[124],"hard-to-distinguish":[127],"categories":[128],"while":[129],"discarding":[130],"easy-to-distinguish":[132],"ones.":[133],"approach":[135],"strengthens":[136],"more":[139],"difficult":[140],"samples.":[141],"In":[142],"addition,":[143],"guidance":[146],"labels,":[152],"style":[156,167],"branch":[158,162],"introduced.":[160],"reduce":[165],"information":[168],"contained":[169],"in":[170,202],"features":[172],"narrow":[174],"across":[178],"domains,":[179],"thereby":[180],"improving":[181],"capability":[184],"model.":[189],"Extensive":[190],"experiments":[191],"demonstrate":[192],"superiority":[194],"our":[196],"proposed":[197],"method":[198],"over":[199],"state-of-the-art":[200],"cross-domain":[203]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
