{"id":"https://openalex.org/W4405755363","doi":"https://doi.org/10.1109/tmm.2024.3521841","title":"Progressive Pseudo Labeling for Multi-Dataset Detection Over Unified Label Space","display_name":"Progressive Pseudo Labeling for Multi-Dataset Detection Over Unified Label Space","publication_year":2024,"publication_date":"2024-12-24","ids":{"openalex":"https://openalex.org/W4405755363","doi":"https://doi.org/10.1109/tmm.2024.3521841"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3521841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521841","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/A5100420888","display_name":"Kai Ye","orcid":"https://orcid.org/0009-0005-7131-6306"},"institutions":[{"id":"https://openalex.org/I4210153668","display_name":"Wenzhou-Kean University","ror":"https://ror.org/05609xa16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153668"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai Ye","raw_affiliation_strings":["Department of Computer Science, Wenzhou-Kean University, Wenzhou, China","Dept. of Computer Science, Wenzhou-Kean University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wenzhou-Kean University, Wenzhou, China","institution_ids":["https://openalex.org/I4210153668"]},{"raw_affiliation_string":"Dept. of Computer Science, Wenzhou-Kean University, Wenzhou, China","institution_ids":["https://openalex.org/I4210153668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001354909","display_name":"Zepeng Huang","orcid":"https://orcid.org/0000-0001-9997-649X"},"institutions":[{"id":"https://openalex.org/I4210153668","display_name":"Wenzhou-Kean University","ror":"https://ror.org/05609xa16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153668"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zepeng Huang","raw_affiliation_strings":["Department of Computer Science, Wenzhou-Kean University, Wenzhou, China","Dept. of Computer Science, Wenzhou-Kean University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wenzhou-Kean University, Wenzhou, China","institution_ids":["https://openalex.org/I4210153668"]},{"raw_affiliation_string":"Dept. of Computer Science, Wenzhou-Kean University, Wenzhou, China","institution_ids":["https://openalex.org/I4210153668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047410337","display_name":"Yilei Xiong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yilei Xiong","raw_affiliation_strings":["ByteDance Inc., Shenzhen, China","ByteDance Inc"],"affiliations":[{"raw_affiliation_string":"ByteDance Inc., Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"ByteDance Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115591245","display_name":"Yu Gao","orcid":"https://orcid.org/0000-0002-0286-6794"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu Gao","raw_affiliation_strings":["Meituan Inc., Shenzhen, China","Meituan Inc"],"affiliations":[{"raw_affiliation_string":"Meituan Inc., Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"Meituan Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044361651","display_name":"Jinheng Xie","orcid":"https://orcid.org/0000-0001-5678-4500"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jinheng Xie","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019313200","display_name":"Linlin Shen","orcid":"https://orcid.org/0000-0003-1420-0815"},"institutions":[{"id":"https://openalex.org/I4210153668","display_name":"Wenzhou-Kean University","ror":"https://ror.org/05609xa16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153668"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Shen","raw_affiliation_strings":["Department of Computer Science, Wenzhou-Kean University, Wenzhou, China","Dept. of Computer Science, Wenzhou-Kean University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wenzhou-Kean University, Wenzhou, China","institution_ids":["https://openalex.org/I4210153668"]},{"raw_affiliation_string":"Dept. of Computer Science, Wenzhou-Kean University, Wenzhou, China","institution_ids":["https://openalex.org/I4210153668"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100420888"],"corresponding_institution_ids":["https://openalex.org/I4210153668"],"apc_list":null,"apc_paid":null,"fwci":0.3554,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67282896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"27","issue":null,"first_page":"531","last_page":"543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9786999821662903,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.933899998664856,"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/computer-science","display_name":"Computer science","score":0.8368321061134338},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4586299955844879},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3980805575847626},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35882771015167236},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3384028673171997}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8368321061134338},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4586299955844879},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3980805575847626},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35882771015167236},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3384028673171997},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3521841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521841","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/G1141204904","display_name":null,"funder_award_id":"2023A1515010688","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G7041006821","display_name":null,"funder_award_id":"82261138629","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8442882701","display_name":null,"funder_award_id":"JCYJ20220531101412030","funder_id":"https://openalex.org/F4320329174","funder_display_name":"Shenzhen Municipal Science and Technology Innovation Council"},{"id":"https://openalex.org/G8985577795","display_name":null,"funder_award_id":"91959108","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/F4320329174","display_name":"Shenzhen Municipal Science and Technology Innovation Council","ror":"https://ror.org/017n8df75"},{"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":43,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W2031489346","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2340897893","https://openalex.org/W2620998106","https://openalex.org/W2732026016","https://openalex.org/W2752782242","https://openalex.org/W2916232351","https://openalex.org/W2939059980","https://openalex.org/W2944388686","https://openalex.org/W2963093690","https://openalex.org/W2963351448","https://openalex.org/W2963566548","https://openalex.org/W2964115968","https://openalex.org/W2964241181","https://openalex.org/W2982770724","https://openalex.org/W2983943451","https://openalex.org/W2998216033","https://openalex.org/W3106827427","https://openalex.org/W3120055985","https://openalex.org/W3157386596","https://openalex.org/W3172507542","https://openalex.org/W3177196641","https://openalex.org/W3210421444","https://openalex.org/W4200633579","https://openalex.org/W4205294740","https://openalex.org/W4282919254","https://openalex.org/W4289527459","https://openalex.org/W4303649663","https://openalex.org/W4312452764","https://openalex.org/W4312456860","https://openalex.org/W4312605608","https://openalex.org/W4312863356","https://openalex.org/W4312887059","https://openalex.org/W4312993742","https://openalex.org/W4313182973","https://openalex.org/W6638523607","https://openalex.org/W6683235360","https://openalex.org/W6757055707","https://openalex.org/W6764322716","https://openalex.org/W6766773940"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Existing":[0],"multi-dataset":[1,143],"detection":[2],"works":[3],"mainly":[4],"focus":[5],"on":[6,11,141],"the":[7,14,61,76,92,99,105,127,134,154],"performance":[8],"of":[9,13,65,104,129,166],"detector":[10],"each":[12],"datasets,":[15,52],"with":[16,160],"different":[17,51,142],"label":[18,26,56],"spaces.":[19],"However,":[20],"in":[21],"real-world":[22],"applications,":[23],"a":[24,37,41,54],"unified":[25,55,77],"space":[27],"across":[28,50],"multiple":[29],"datasets":[30],"is":[31,96,157],"usually":[32],"required.":[33],"To":[34],"address":[35],"such":[36],"gap,":[38],"we":[39,59],"propose":[40],"progressive":[42],"pseudo":[43,72,89,130],"labeling":[44],"(PPL)":[45],"approach":[46],"to":[47,69,125],"detect":[48],"objects":[49],"over":[53],"space.":[57],"Specifically,":[58],"employ":[60],"widely":[62],"used":[63],"architecture":[64],"teacher-student":[66],"model":[67,82],"pair":[68],"jointly":[70],"refine":[71],"labels":[73,87,90,131],"and":[74,88,118,132,156],"train":[75],"object":[78],"detector.":[79],"The":[80,145],"student":[81],"learns":[83],"from":[84,91],"both":[85],"annotated":[86],"teacher":[93],"model,":[94],"which":[95],"updated":[97],"by":[98],"exponential":[100],"moving":[101],"average":[102],"(EMA)":[103],"student.":[106],"Three":[107],"modules,":[108],"i.e.":[109],"Entropy-guided":[110],"Adaptive":[111],"Threshold":[112],"(EAT),":[113],"Global":[114],"Classification":[115],"Module":[116],"(GCM)":[117],"Scene-Aware":[119],"Fusion":[120],"(SAF)":[121],"strategy,":[122],"are":[123,139],"proposed":[124,150],"handle":[126],"noise":[128],"fit":[133],"overall":[135],"distribution.":[136],"Extensive":[137],"experiments":[138],"conducted":[140],"benchmarks.":[144],"results":[146],"demonstrate":[147],"that":[148],"our":[149],"method":[151],"significantly":[152],"outperforms":[153],"State-of-the-Art":[155],"even":[158],"comparable":[159],"supervised":[161],"methods":[162],"trained":[163],"using":[164],"annotations":[165],"all":[167],"labels.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
