{"id":"https://openalex.org/W3193495344","doi":"https://doi.org/10.1109/icip42928.2021.9506693","title":"Knowledge Distillation for Human Action Anticipation","display_name":"Knowledge Distillation for Human Action Anticipation","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W3193495344","doi":"https://doi.org/10.1109/icip42928.2021.9506693","mag":"3193495344"},"language":"en","primary_location":{"id":"doi:10.1109/icip42928.2021.9506693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip42928.2021.9506693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-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/A5053591913","display_name":"Vinh Cao Tr\u1ea7n","orcid":"https://orcid.org/0000-0001-9493-6114"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vinh Tran","raw_affiliation_strings":["Stony Brook University,Stony Brook,NY,11790"],"affiliations":[{"raw_affiliation_string":"Stony Brook University,Stony Brook,NY,11790","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075665882","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-4125-9436"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Stony Brook University,Stony Brook,NY,11790"],"affiliations":[{"raw_affiliation_string":"Stony Brook University,Stony Brook,NY,11790","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639370","display_name":"Zekun Zhang","orcid":"https://orcid.org/0000-0001-5554-5153"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zekun Zhang","raw_affiliation_strings":["Stony Brook University,Stony Brook,NY,11790"],"affiliations":[{"raw_affiliation_string":"Stony Brook University,Stony Brook,NY,11790","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038957718","display_name":"Minh Hoai","orcid":null},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minh Hoai","raw_affiliation_strings":["Stony Brook University,Stony Brook,NY,11790"],"affiliations":[{"raw_affiliation_string":"Stony Brook University,Stony Brook,NY,11790","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053591913"],"corresponding_institution_ids":["https://openalex.org/I59553526"],"apc_list":null,"apc_paid":null,"fwci":0.2882,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.55383987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2518","last_page":"2522"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","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/T10812","display_name":"Human Pose and Action Recognition","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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9919999837875366,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.991100013256073,"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/anticipation","display_name":"Anticipation (artificial intelligence)","score":0.8605818748474121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.81696617603302},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6873681545257568},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.6451624631881714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6428266763687134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6255772709846497},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5456786751747131},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.4994804859161377},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4385250210762024}],"concepts":[{"id":"https://openalex.org/C176777502","wikidata":"https://www.wikidata.org/wiki/Q4774623","display_name":"Anticipation (artificial intelligence)","level":2,"score":0.8605818748474121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.81696617603302},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6873681545257568},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6451624631881714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6428266763687134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6255772709846497},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5456786751747131},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.4994804859161377},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4385250210762024},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/icip42928.2021.9506693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip42928.2021.9506693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2016776918","https://openalex.org/W2034014085","https://openalex.org/W2422305492","https://openalex.org/W2460134573","https://openalex.org/W2472970127","https://openalex.org/W2507009361","https://openalex.org/W2605300166","https://openalex.org/W2796136333","https://openalex.org/W2798711578","https://openalex.org/W2805549761","https://openalex.org/W2885024018","https://openalex.org/W2894666173","https://openalex.org/W2898549158","https://openalex.org/W2960747818","https://openalex.org/W2963524571","https://openalex.org/W2963692464","https://openalex.org/W2990152177","https://openalex.org/W3034994895","https://openalex.org/W3128519303","https://openalex.org/W6749916090","https://openalex.org/W6753596515","https://openalex.org/W6761450028"],"related_works":["https://openalex.org/W2150761772","https://openalex.org/W4213201576","https://openalex.org/W1579870145","https://openalex.org/W4285549518","https://openalex.org/W2765459612","https://openalex.org/W2952741422","https://openalex.org/W3033133102","https://openalex.org/W4225846781","https://openalex.org/W2321705977","https://openalex.org/W2885024018"],"abstract_inverted_index":{"We":[0],"consider":[1],"the":[2,20,25,29,32,57,65,70,77,127],"task":[3,16],"of":[4,22,28,35,59,95,109,116,129],"training":[5,37,58],"a":[6,44,86,99,107],"neural":[7],"network":[8,54],"to":[9,55,67,69,85,90],"anticipate":[10],"human":[11],"actions":[12],"in":[13,98],"video.":[14,101],"This":[15,80],"is":[17,82,106],"challenging":[18],"given":[19],"complexity":[21],"video":[23],"data,":[24],"stochastic":[26],"nature":[27],"future,":[30],"and":[31,112,123],"limited":[33],"amount":[34],"annotated":[36],"data.":[38,118],"In":[39],"this":[40],"paper,":[41],"we":[42],"propose":[43],"novel":[45,87],"knowledge":[46,103],"distillation":[47,104],"framework":[48,81,105],"that":[49],"uses":[50],"an":[51,60],"action":[52,61],"recognition":[53],"supervise":[56],"anticipation":[62],"network,":[63],"guiding":[64],"latter":[66],"attend":[68],"relevant":[71],"information":[72],"needed":[73],"for":[74,92],"correctly":[75],"anticipating":[76],"future":[78],"actions.":[79],"possible":[83],"thanks":[84],"loss":[88],"function":[89],"account":[91],"positional":[93],"shifts":[94],"semantic":[96],"concepts":[97],"dynamic":[100],"The":[102],"form":[108],"self-supervised":[110],"learning,":[111],"it":[113],"takes":[114],"advantage":[115],"unlabeled":[117],"Experimental":[119],"results":[120],"on":[121],"JHMDB":[122],"EPIC-KITCHENS":[124],"dataset":[125],"show":[126],"effectiveness":[128],"our":[130],"approach.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}