{"id":"https://openalex.org/W4286961433","doi":"https://doi.org/10.1109/tcyb.2023.3265393","title":"Self-Supervised Video Representation Learning by Video Incoherence Detection","display_name":"Self-Supervised Video Representation Learning by Video Incoherence Detection","publication_year":2023,"publication_date":"2023-04-20","ids":{"openalex":"https://openalex.org/W4286961433","doi":"https://doi.org/10.1109/tcyb.2023.3265393","pmid":"https://pubmed.ncbi.nlm.nih.gov/37079425"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2023.3265393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2023.3265393","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5062455018","display_name":"Haozhi Cao","orcid":"https://orcid.org/0000-0001-7703-3490"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Haozhi Cao","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-7703-3490","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046490305","display_name":"Yuecong Xu","orcid":"https://orcid.org/0000-0002-4292-7379"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuecong Xu","raw_affiliation_strings":["Institute for Infocomm Research, A*STAR, Fusionopolis, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4292-7379","affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, A*STAR, Fusionopolis, Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066203581","display_name":"Kezhi Mao","orcid":"https://orcid.org/0000-0002-9191-8604"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kezhi Mao","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9191-8604","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365448","display_name":"Lihua Xie","orcid":"https://orcid.org/0000-0002-7137-4136"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lihua Xie","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7137-4136","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019182457","display_name":"Jianxiong Yin","orcid":"https://orcid.org/0000-0003-4686-2768"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jianxiong Yin","raw_affiliation_strings":["NVIDIA AI Tech Center, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-4686-2768","affiliations":[{"raw_affiliation_string":"NVIDIA AI Tech Center, Singapore, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077539496","display_name":"Simon See","orcid":"https://orcid.org/0000-0002-4958-9237"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simon See","raw_affiliation_strings":["NVIDIA AI Tech Center, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4958-9237","affiliations":[{"raw_affiliation_string":"NVIDIA AI Tech Center, Singapore, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038817226","display_name":"Qianwen Xu","orcid":"https://orcid.org/0000-0002-2793-9048"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Qianwen Xu","raw_affiliation_strings":["Department of Electric Power and Energy Systems, KTH Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-2793-9048","affiliations":[{"raw_affiliation_string":"Department of Electric Power and Energy Systems, KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005666034","display_name":"Jianfei Yang","orcid":"https://orcid.org/0000-0002-8075-0439"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jianfei Yang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5862,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.61038202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"54","issue":"6","first_page":"3810","last_page":"3822"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9973000288009644,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9919000267982483,"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":0.8301618695259094},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.7271121144294739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7036083340644836},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.649354100227356},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6001600027084351},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4500185251235962},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.44406700134277344},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41659867763519287},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1047816276550293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8301618695259094},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.7271121144294739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7036083340644836},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.649354100227356},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6001600027084351},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4500185251235962},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.44406700134277344},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41659867763519287},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1047816276550293},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2023.3265393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2023.3265393","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:37079425","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37079425","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W1522734439","https://openalex.org/W1991598519","https://openalex.org/W2084793887","https://openalex.org/W2126579184","https://openalex.org/W2130903752","https://openalex.org/W2328968948","https://openalex.org/W2487442924","https://openalex.org/W2550462002","https://openalex.org/W2578257192","https://openalex.org/W2590822257","https://openalex.org/W2619947201","https://openalex.org/W2798271879","https://openalex.org/W2798405286","https://openalex.org/W2798991696","https://openalex.org/W2803620531","https://openalex.org/W2896457183","https://openalex.org/W2948242301","https://openalex.org/W2962858109","https://openalex.org/W2962934715","https://openalex.org/W2963155035","https://openalex.org/W2963631366","https://openalex.org/W2963863119","https://openalex.org/W2964037671","https://openalex.org/W2975357369","https://openalex.org/W2981851019","https://openalex.org/W2990408345","https://openalex.org/W2996428491","https://openalex.org/W2997907976","https://openalex.org/W3010035902","https://openalex.org/W3010874390","https://openalex.org/W3011285743","https://openalex.org/W3034381931","https://openalex.org/W3034781633","https://openalex.org/W3035524453","https://openalex.org/W3046614818","https://openalex.org/W3100484272","https://openalex.org/W3104591054","https://openalex.org/W3110190397","https://openalex.org/W3110306138","https://openalex.org/W3115964123","https://openalex.org/W3118817977","https://openalex.org/W3126311953","https://openalex.org/W3129409502","https://openalex.org/W3143159897","https://openalex.org/W3145385912","https://openalex.org/W3164646408","https://openalex.org/W3170837227","https://openalex.org/W3173623687","https://openalex.org/W3176780013","https://openalex.org/W3184216161","https://openalex.org/W3199710994","https://openalex.org/W3202884269","https://openalex.org/W3209138482","https://openalex.org/W4212774754","https://openalex.org/W4297697565","https://openalex.org/W4297808394","https://openalex.org/W4309795238","https://openalex.org/W4312723578","https://openalex.org/W4313291134","https://openalex.org/W6677326919","https://openalex.org/W6677422728","https://openalex.org/W6679734692","https://openalex.org/W6726983635","https://openalex.org/W6754278344","https://openalex.org/W6755207826","https://openalex.org/W6756019578","https://openalex.org/W6763416564","https://openalex.org/W6767853649","https://openalex.org/W6768021236","https://openalex.org/W6770805772","https://openalex.org/W6784660784","https://openalex.org/W6793736971","https://openalex.org/W6844194202","https://openalex.org/W6847506512","https://openalex.org/W6955071965"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W4312490297","https://openalex.org/W2062212388"],"abstract_inverted_index":{"This":[0],"article":[1],"introduces":[2],"a":[3],"novel":[4],"self-supervised":[5],"method":[6,106,125],"that":[7,20,122],"leverages":[8],"incoherence":[9,31,76],"detection":[10],"for":[11],"video":[12,30,54,114],"representation":[13,68],"learning.":[14],"It":[15],"stems":[16],"from":[17,50,97],"the":[18,21,42,51,66,71,78,91,98],"observation":[19],"visual":[22],"system":[23],"of":[24,37,58,75],"human":[25],"beings":[26],"can":[27],"easily":[28],"identify":[29],"based":[32],"on":[33,110],"their":[34],"comprehensive":[35],"understanding":[36],"videos.":[38],"Specifically,":[39],"we":[40,84],"construct":[41],"incoherent":[43,79,95],"clip":[44,80],"by":[45,69],"multiple":[46],"subclips":[47],"hierarchically":[48],"sampled":[49],"same":[52,99],"raw":[53,100],"with":[55],"various":[56,117],"lengths":[57],"incoherence.":[59],"The":[60],"network":[61],"is":[62],"trained":[63],"to":[64,89,137],"learn":[65],"high-level":[67],"predicting":[70],"location":[72],"and":[73,113,133],"length":[74],"given":[77],"as":[81],"input.":[82],"Additionally,":[83],"introduce":[85],"intravideo":[86],"contrastive":[87],"learning":[88],"maximize":[90],"mutual":[92],"information":[93],"between":[94],"clips":[96],"video.":[101],"We":[102],"evaluate":[103],"our":[104,123],"proposed":[105,124],"through":[107],"extensive":[108],"experiments":[109],"action":[111],"recognition":[112],"retrieval":[115],"using":[116],"backbone":[118,131],"networks.":[119],"Experiments":[120],"show":[121],"achieves":[126],"remarkable":[127],"performance":[128],"across":[129],"different":[130,134],"networks":[132],"datasets":[135],"compared":[136],"previous":[138],"coherence-based":[139],"methods.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}