{"id":"https://openalex.org/W4226373160","doi":"https://doi.org/10.1109/tits.2022.3161986","title":"Learning Accurate, Speedy, Lightweight CNNs via Instance-Specific Multi-Teacher Knowledge Distillation for Distracted Driver Posture Identification","display_name":"Learning Accurate, Speedy, Lightweight CNNs via Instance-Specific Multi-Teacher Knowledge Distillation for Distracted Driver Posture Identification","publication_year":2022,"publication_date":"2022-04-05","ids":{"openalex":"https://openalex.org/W4226373160","doi":"https://doi.org/10.1109/tits.2022.3161986"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2022.3161986","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3161986","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/A5010490908","display_name":"Wenjing Li","orcid":"https://orcid.org/0000-0003-3201-6675"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210102600","display_name":"High Magnetic Field Laboratory","ror":"https://ror.org/01gh88804","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210102600"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjing Li","raw_affiliation_strings":["High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China","High Magnetic Field Laboratory of Anhui Province, Hefei, China"],"affiliations":[{"raw_affiliation_string":"High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210102600","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"High Magnetic Field Laboratory of Anhui Province, Hefei, China","institution_ids":["https://openalex.org/I4210102600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378603","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0002-8626-1951"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210102600","display_name":"High Magnetic Field Laboratory","ror":"https://ror.org/01gh88804","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210102600"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","High Magnetic Field Laboratory of Anhui Province, Hefei, China","Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210102600","https://openalex.org/I19820366"]},{"raw_affiliation_string":"High Magnetic Field Laboratory of Anhui Province, Hefei, China","institution_ids":["https://openalex.org/I4210102600"]},{"raw_affiliation_string":"Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101415424","display_name":"Tingting Ren","orcid":"https://orcid.org/0000-0002-6226-6504"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210102600","display_name":"High Magnetic Field Laboratory","ror":"https://ror.org/01gh88804","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210102600"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Ren","raw_affiliation_strings":["High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China","High Magnetic Field Laboratory of Anhui Province, Hefei, China"],"affiliations":[{"raw_affiliation_string":"High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210102600","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"High Magnetic Field Laboratory of Anhui Province, Hefei, China","institution_ids":["https://openalex.org/I4210102600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394230","display_name":"Fang Li","orcid":"https://orcid.org/0009-0000-9640-6870"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210102600","display_name":"High Magnetic Field Laboratory","ror":"https://ror.org/01gh88804","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210102600"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Li","raw_affiliation_strings":["High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China","High Magnetic Field Laboratory of Anhui Province, Hefei, China"],"affiliations":[{"raw_affiliation_string":"High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210102600","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"High Magnetic Field Laboratory of Anhui Province, Hefei, China","institution_ids":["https://openalex.org/I4210102600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433265","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0003-2633-1521"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210102600","display_name":"High Magnetic Field Laboratory","ror":"https://ror.org/01gh88804","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210102600"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","High Magnetic Field Laboratory of Anhui Province, Hefei, China","Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210102600","https://openalex.org/I19820366"]},{"raw_affiliation_string":"High Magnetic Field Laboratory of Anhui Province, Hefei, China","institution_ids":["https://openalex.org/I4210102600"]},{"raw_affiliation_string":"Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101137849","display_name":"Zhongcheng Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210102600","display_name":"High Magnetic Field Laboratory","ror":"https://ror.org/01gh88804","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210102600"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongcheng Wu","raw_affiliation_strings":["High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China","High Magnetic Field Laboratory of Anhui Province, Hefei, China"],"affiliations":[{"raw_affiliation_string":"High Magnetic Field Laboratory, Hefei Institutes of Physical Science (HFIPS), Chinese Academy of Sciences, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210102600","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Graduate School of Computer Applied Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"High Magnetic Field Laboratory of Anhui Province, Hefei, China","institution_ids":["https://openalex.org/I4210102600"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5010490908"],"corresponding_institution_ids":["https://openalex.org/I126520041","https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210102600"],"apc_list":null,"apc_paid":null,"fwci":4.076,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.95141715,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"23","issue":"10","first_page":"17922","last_page":"17935"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9908000230789185,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9908000230789185,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9555000066757202,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9376000165939331,"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":0.6983718276023865},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6035822629928589},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5246574878692627},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46143174171447754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6983718276023865},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6035822629928589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5246574878692627},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46143174171447754}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2022.3161986","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3161986","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":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G4110688544","display_name":null,"funder_award_id":"2019HSC-KPRD003","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320313883","display_name":"National High Magnetic Field Laboratory","ror":"https://ror.org/03s53g630"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W2000840273","https://openalex.org/W2043354694","https://openalex.org/W2070906768","https://openalex.org/W2083638830","https://openalex.org/W2097117768","https://openalex.org/W2157292144","https://openalex.org/W2161460618","https://openalex.org/W2166880842","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2284188655","https://openalex.org/W2294370754","https://openalex.org/W2486323017","https://openalex.org/W2509734803","https://openalex.org/W2559728122","https://openalex.org/W2620998106","https://openalex.org/W2739879705","https://openalex.org/W2743289088","https://openalex.org/W2789007410","https://openalex.org/W2807912816","https://openalex.org/W2883780447","https://openalex.org/W2890157139","https://openalex.org/W2898047322","https://openalex.org/W2912346386","https://openalex.org/W2914641625","https://openalex.org/W2948780138","https://openalex.org/W2963125010","https://openalex.org/W2963140444","https://openalex.org/W2963163009","https://openalex.org/W2963397674","https://openalex.org/W2963446712","https://openalex.org/W2963794138","https://openalex.org/W2964268168","https://openalex.org/W2969260977","https://openalex.org/W2971544482","https://openalex.org/W2982083293","https://openalex.org/W2986674040","https://openalex.org/W2989682887","https://openalex.org/W2997006708","https://openalex.org/W2997666887","https://openalex.org/W3002479972","https://openalex.org/W3010783597","https://openalex.org/W3010878087","https://openalex.org/W3014841208","https://openalex.org/W3015515266","https://openalex.org/W3035160371","https://openalex.org/W3035253074","https://openalex.org/W3080348805","https://openalex.org/W3093907268","https://openalex.org/W3105072506","https://openalex.org/W3120702710","https://openalex.org/W3124412656","https://openalex.org/W3135207255","https://openalex.org/W3138261736","https://openalex.org/W3159168176","https://openalex.org/W3184567417","https://openalex.org/W3186051974","https://openalex.org/W3208593715","https://openalex.org/W4248352566","https://openalex.org/W6616504168","https://openalex.org/W6637373629","https://openalex.org/W6637551013","https://openalex.org/W6638523607","https://openalex.org/W6639480849","https://openalex.org/W6684191040","https://openalex.org/W6695314431","https://openalex.org/W6737664043","https://openalex.org/W6739622702","https://openalex.org/W6740710302","https://openalex.org/W6757174645","https://openalex.org/W6768001205","https://openalex.org/W6779752560","https://openalex.org/W6782269215","https://openalex.org/W6784172987","https://openalex.org/W6784838754","https://openalex.org/W6802941873","https://openalex.org/W6842607031"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"For":[0],"deployment":[1],"on":[2,216,244,252],"an":[3,45,75,124],"embedded":[4,46],"processor":[5],"for":[6,16,37,44,90,193],"distracted":[7,91],"driver":[8,92],"classification,":[9],"the":[10,14,102,113,120,134,137,140,151,154,170,178,190,226,265],"model":[11,42,80,110,118,130],"should":[12],"satisfy":[13],"demand":[15],"both":[17,233],"high":[18,38,175],"accuracy,":[19,39],"real-time":[20],"inference,":[21],"and":[22,52,87,111,131,236,246,249,260,267],"limited":[23,49],"storage":[24],"resources.":[25,54],"Conventional":[26],"deep":[27],"CNN":[28],"models":[29,58,214],"such":[30,116],"as":[31,119,139],"VGG,":[32],"ResNet,":[33],"DenseNet,":[34],"often":[35],"aim":[36],"making":[40],"their":[41],"heavy":[43],"system":[47],"with":[48],"memory":[50],"space":[51],"computing":[53],"In":[55,143,219],"contrast,":[56],"lightweight":[57,88],"are":[59],"greatly":[60],"compressed":[61],"but":[62],"at":[63],"a":[64,108,198],"significant":[65],"sacrifice":[66],"of":[67,101,115,136,156,269],"accuracy.":[68],"To":[69,195],"bridge":[70],"this":[71,144,196,220],"gap,":[72],"we":[73,146,222],"propose":[74],"instance-specific":[76,202,234,237],"multi-teacher":[77,97],"knowledge":[78,98,227],"distillation":[79],"(IsMt-KD)":[81],"to":[82,127,177,185,208,212],"learn":[83],"more":[84],"accurate,":[85],"speedy,":[86],"CNNs":[89],"posture":[93],"classification.":[94],"Specifically,":[95],"in":[96,161],"distillation,":[99],"most":[100],"current":[103],"approaches":[104],"either":[105],"randomly":[106],"select":[107],"teacher":[109,117,129,203,213],"apply":[112],"prediction":[114],"soft-label":[121],"or":[122,189],"allocate":[123],"equal":[125],"weight":[126],"every":[128],"average":[132],"all":[133],"predictions":[135],"teachers":[138,158,164,230],"soft":[141],"label.":[142],"paper,":[145],"observe":[147],"that,":[148],"when":[149],"facing":[150],"same":[152,191],"instance,":[153],"outputs":[155],"different":[157],"vary":[159],"greatly,":[160],"which":[162],"some":[163],"can":[165,223],"predict":[166],"it":[167,182],"right":[168],"whereas":[169],"others":[171],"may":[172],"give":[173],"pretty":[174],"probabilities":[176],"irrelevant":[179],"classes.":[180],"Thus,":[181],"is":[183,206],"inappropriate":[184],"set":[186],"fixed":[187],"weights":[188,192,211],"teachers.":[194],"end,":[197],"simple":[199],"yet":[200],"effective":[201],"grading":[204],"module":[205],"designed":[207],"dynamically":[209,224],"assign":[210],"based":[215],"individual":[217],"instances.":[218],"way,":[221],"distill":[225],"from":[228],"multiple":[229],"by":[231],"considering":[232],"high-level":[235],"intermediate-level":[238],"information.":[239],"Our":[240],"extensive":[241],"experimental":[242],"results":[243],"AUC":[245],"StateFarm":[247],"datasets,":[248],"our":[250,270],"implementation":[251],"edge":[253],"hardware":[254],"platforms":[255],"including":[256],"HUAWEI":[257],"MediaPad":[258],"c5":[259],"Nvidia":[261],"Jetson":[262],"TX2,":[263],"verify":[264],"effectiveness":[266],"feasibility":[268],"approach.":[271]},"counts_by_year":[{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
