{"id":"https://openalex.org/W4402915892","doi":"https://doi.org/10.1109/icip51287.2024.10647787","title":"Video Class-Incremental Learning With Clip Based Transformer","display_name":"Video Class-Incremental Learning With Clip Based Transformer","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402915892","doi":"https://doi.org/10.1109/icip51287.2024.10647787"},"language":"en","primary_location":{"id":"doi:10.1109/icip51287.2024.10647787","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icip51287.2024.10647787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 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/A5108992283","display_name":"Shuyun Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuyun Lu","raw_affiliation_strings":["University of Electronic Science and Technology of China,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047916298","display_name":"Jian Jiao","orcid":"https://orcid.org/0000-0002-7988-9820"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Jiao","raw_affiliation_strings":["University of Electronic Science and Technology of China,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067691968","display_name":"Lanxiao Wang","orcid":"https://orcid.org/0000-0002-3745-0262"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanxiao Wang","raw_affiliation_strings":["University of Electronic Science and Technology of China,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066434602","display_name":"Heqian Qiu","orcid":"https://orcid.org/0000-0002-0963-0311"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heqian Qiu","raw_affiliation_strings":["University of Electronic Science and Technology of China,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046226390","display_name":"Xingtao Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingtao Lin","raw_affiliation_strings":["University of Electronic Science and Technology of China,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015586768","display_name":"Hefei Mei","orcid":"https://orcid.org/0009-0009-4731-2638"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hefei Mei","raw_affiliation_strings":["University of Electronic Science and Technology of China,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114378292","display_name":"Hongliang Li","orcid":"https://orcid.org/0000-0002-7481-095X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongliang Li","raw_affiliation_strings":["University of Electronic Science and Technology of China,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5108992283"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17318637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"500","last_page":"506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9337999820709229,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9337999820709229,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10162","display_name":"Online and Blended Learning","score":0.9273999929428101,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7452231645584106},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6182631254196167},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4667504131793976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41578003764152527},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12423977255821228},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09680444002151489}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7452231645584106},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6182631254196167},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4667504131793976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41578003764152527},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12423977255821228},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09680444002151489},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip51287.2024.10647787","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icip51287.2024.10647787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2126579184","https://openalex.org/W2473930607","https://openalex.org/W2560647685","https://openalex.org/W2605102252","https://openalex.org/W2939137134","https://openalex.org/W2948734064","https://openalex.org/W2964189064","https://openalex.org/W2972313371","https://openalex.org/W2990152177","https://openalex.org/W3043488924","https://openalex.org/W3107810305","https://openalex.org/W3120648801","https://openalex.org/W3184735396","https://openalex.org/W3204843207","https://openalex.org/W3206547878","https://openalex.org/W4295883599","https://openalex.org/W4297697565","https://openalex.org/W4303648940","https://openalex.org/W4308166211","https://openalex.org/W4312420092","https://openalex.org/W4312558481","https://openalex.org/W4312559104","https://openalex.org/W4312563428","https://openalex.org/W4312849014","https://openalex.org/W4384519077","https://openalex.org/W4386065591","https://openalex.org/W4386076397","https://openalex.org/W6741087337","https://openalex.org/W6757384668","https://openalex.org/W6791353385","https://openalex.org/W6798805250","https://openalex.org/W6845730195","https://openalex.org/W6846723906"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Vision":[0],"Language":[1],"Pre-training":[2],"Models":[3],"have":[4],"shown":[5],"significant":[6],"potential":[7],"in":[8,19,62],"various":[9],"domains,":[10],"but":[11],"there":[12,85],"are":[13],"few":[14],"attempts":[15],"to":[16,45,101,113,150],"introduce":[17,65],"it":[18],"the":[20,57,70,78,128,144],"field":[21],"of":[22,59,80,83,90,146],"continual":[23],"learning":[24,52,82,154],"for":[25,156],"video":[26],"action":[27,47,130,157],"recognition.":[28,158],"We":[29,121],"propose":[30],"Video":[31],"Class-Incremental":[32],"Learner":[33],"with":[34],"CLIP":[35,41],"based":[36,42,126],"Transformer":[37],"(VCIL-CT),":[38],"which":[39,68],"uses":[40],"vision":[43],"transformer":[44,75],"train":[46],"recognition":[48,131],"task":[49],"by":[50,134],"class-incremental":[51],"pipeline.":[53],"To":[54],"specifically":[55],"address":[56],"issue":[58],"catastrophic":[60],"forgetting":[61],"transformer,":[63],"we":[64,96,108],"Attention":[66],"Distillation":[67],"distilling":[69],"attention":[71],"feature":[72],"from":[73],"each":[74],"decoder.":[76],"In":[77],"process":[79],"incremental":[81,129],"classes,":[84,95],"may":[86],"be":[87],"a":[88],"problem":[89],"high":[91],"bias":[92,103],"towards":[93],"new":[94,105],"incorporate":[97],"Class":[98],"Balance":[99],"Module":[100],"prevent":[102],"on":[104,117,127],"task.":[106],"Furthermore,":[107],"adopt":[109],"Exemplar":[110],"Augment":[111],"strategy":[112],"improve":[114],"exemplar":[115],"quality":[116],"data":[118],"replay":[119],"step.":[120],"evaluate":[122],"our":[123,147],"proposed":[124],"method":[125],"benchmark":[132],"presented":[133],"TCD,":[135],"using":[136],"UCF101,":[137],"HMDB51,":[138],"and":[139,142],"UESTC-MMEA-CL":[140],"datasets,":[141],"demonstrate":[143],"effectiveness":[145],"algorithm":[148],"compared":[149],"existing":[151],"state-of-the-art":[152],"continuous":[153],"methods":[155]},"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}