{"id":"https://openalex.org/W4226017838","doi":"https://doi.org/10.1109/tcsvt.2022.3164190","title":"Progressive Meta-Learning With Curriculum","display_name":"Progressive Meta-Learning With Curriculum","publication_year":2022,"publication_date":"2022-04-01","ids":{"openalex":"https://openalex.org/W4226017838","doi":"https://doi.org/10.1109/tcsvt.2022.3164190"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2022.3164190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3164190","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5100329246","display_name":"Ji Zhang","orcid":"https://orcid.org/0000-0001-6949-3673"},"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":"Ji Zhang","raw_affiliation_strings":["Center for Future Media, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-6949-3673","affiliations":[{"raw_affiliation_string":"Center for Future Media, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036987388","display_name":"Jingkuan Song","orcid":"https://orcid.org/0000-0002-2549-8322"},"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":"Jingkuan Song","raw_affiliation_strings":["Institute of Neurology, Sichuan Provincial People&#x2019;s Hospital, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-2549-8322","affiliations":[{"raw_affiliation_string":"Institute of Neurology, Sichuan Provincial People&#x2019;s Hospital, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066645546","display_name":"Lianli Gao","orcid":"https://orcid.org/0000-0002-2522-6394"},"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":"Lianli Gao","raw_affiliation_strings":["Center for Future Media, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-2522-6394","affiliations":[{"raw_affiliation_string":"Center for Future Media, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100346522","display_name":"Ye Liu","orcid":"https://orcid.org/0000-0001-5131-8412"},"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":"Ye Liu","raw_affiliation_strings":["Center for Future Media, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Future Media, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052993469","display_name":"Heng Tao Shen","orcid":"https://orcid.org/0000-0002-2999-2088"},"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":"Heng Tao Shen","raw_affiliation_strings":["Center for Future Media, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-2999-2088","affiliations":[{"raw_affiliation_string":"Center for Future Media, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":7.4235,"has_fulltext":false,"cited_by_count":67,"citation_normalized_percentile":{"value":0.97667054,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"32","issue":"9","first_page":"5916","last_page":"5930"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9605000019073486,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9605000019073486,"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":0.6722978353500366},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.48482954502105713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4358958899974823},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3854474127292633},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.36834871768951416},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1555434763431549},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.12700849771499634}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6722978353500366},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.48482954502105713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4358958899974823},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3854474127292633},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.36834871768951416},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1555434763431549},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.12700849771499634}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2022.3164190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3164190","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.800000011920929,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1390112858","display_name":null,"funder_award_id":"2019JDTD0005","funder_id":"https://openalex.org/F4320333335","funder_display_name":"Sichuan Province Science and Technology Support Program"},{"id":"https://openalex.org/G2546663186","display_name":null,"funder_award_id":"62020106008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6864684409","display_name":null,"funder_award_id":"62122018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7314976618","display_name":"\u878d\u5408\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u6df1\u5ea6\u89c6\u89c9\u7406\u89e3\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61872064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8027008232","display_name":"\u534f\u540c\u6df1\u5ea6\u89c6\u9891\u7406\u89e3\u3001\u63cf\u8ff0\u548c\u89c6\u89c9\u95ee\u7b54\u7684\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61772116","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/F4320333335","display_name":"Sichuan Province Science and Technology Support Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W1964590153","https://openalex.org/W2100913937","https://openalex.org/W2117539524","https://openalex.org/W2132984949","https://openalex.org/W2165466912","https://openalex.org/W2194775991","https://openalex.org/W2296073425","https://openalex.org/W2345837149","https://openalex.org/W2358876993","https://openalex.org/W2601450892","https://openalex.org/W2604763608","https://openalex.org/W2620998106","https://openalex.org/W2625674597","https://openalex.org/W2777300582","https://openalex.org/W2786585376","https://openalex.org/W2788904251","https://openalex.org/W2911248322","https://openalex.org/W2914752403","https://openalex.org/W2948968650","https://openalex.org/W2949879676","https://openalex.org/W2951954464","https://openalex.org/W2962723986","https://openalex.org/W2962861647","https://openalex.org/W2963070905","https://openalex.org/W2963341924","https://openalex.org/W2963943197","https://openalex.org/W2963975998","https://openalex.org/W2964105864","https://openalex.org/W2964112702","https://openalex.org/W2972699843","https://openalex.org/W2988205463","https://openalex.org/W2992306696","https://openalex.org/W2994633389","https://openalex.org/W2995360785","https://openalex.org/W3004127093","https://openalex.org/W3027585699","https://openalex.org/W3030364939","https://openalex.org/W3030509278","https://openalex.org/W3034312118","https://openalex.org/W3034354010","https://openalex.org/W3035143213","https://openalex.org/W3093471646","https://openalex.org/W3094724482","https://openalex.org/W3096805028","https://openalex.org/W3099677434","https://openalex.org/W3115552943","https://openalex.org/W3118855211","https://openalex.org/W3122520870","https://openalex.org/W3122796902","https://openalex.org/W3123025241","https://openalex.org/W3127690492","https://openalex.org/W3133496428","https://openalex.org/W3153355178","https://openalex.org/W3169422999","https://openalex.org/W3204328054","https://openalex.org/W3207659901","https://openalex.org/W4385245566","https://openalex.org/W6675038308","https://openalex.org/W6679390333","https://openalex.org/W6717697761","https://openalex.org/W6735236233","https://openalex.org/W6736057607","https://openalex.org/W6739901393","https://openalex.org/W6748600884","https://openalex.org/W6751281049","https://openalex.org/W6753311412","https://openalex.org/W6755365793","https://openalex.org/W6758611463","https://openalex.org/W6759172331","https://openalex.org/W6760278398","https://openalex.org/W6766891640","https://openalex.org/W6771326545","https://openalex.org/W6788808470","https://openalex.org/W6788840927","https://openalex.org/W6789128979"],"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/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Meta-learning":[0,83,100,145],"offers":[1],"an":[2,13,123,129,142],"effective":[3,124],"solution":[4],"to":[5,31,88,118,140,174],"learn":[6],"new":[7],"concepts":[8],"under":[9],"scarce":[10],"supervision":[11],"through":[12],"episodic-training":[14,56],"scheme:":[15],"a":[16,29,93,98,106,115,137,156],"series":[17],"of":[18,41,44,131,170,189],"target-like":[19],"tasks":[20,59,85,121,171],"sampled":[21],"from":[22,86],"base":[23],"classes":[24],"are":[25],"sequentially":[26],"fed":[27],"into":[28,159],"meta-learner":[30,165],"extract":[32],"cross-task":[33],"knowledge,":[34],"which":[35,69],"can":[36,166],"facilitate":[37],"the":[38,45,55,74,160,164,168,176,187,190],"quick":[39],"acquisition":[40],"task-specific":[42],"knowledge":[43],"target":[46],"task":[47],"with":[48],"few":[49],"samples.":[50],"Despite":[51],"its":[52],"noticeable":[53],"improvements,":[54],"strategy":[57],"samples":[58],"randomly":[60],"and":[61,67,109,122],"uniformly,":[62],"without":[63],"considering":[64],"their":[65],"hardness":[66,169],"quality,":[68],"may":[70],"not":[71],"progressively":[72],"improve":[73],"meta-leaner\u2019s":[75],"generalization.":[76],"In":[77],"this":[78],"paper,":[79],"we":[80,96,113,135],"propose":[81,141],"Progressive":[82],"using":[84],"easy":[87],"hard.":[89],"First,":[90],"based":[91],"on":[92,183],"predefined":[94],"curriculum,":[95],"develop":[97],"Curriculum-Based":[99],"(CubMeta)":[101],"method.":[102,147],"CubMeta":[103],"is":[104,152,195],"in":[105,110,150],"stepwise":[107],"manner,":[108],"each":[111],"step,":[112],"design":[114],"BrotherNet":[116],"module":[117],"establish":[119],"harder":[120],"learning":[125],"scheme":[126],"for":[127],"obtaining":[128],"ensemble":[130],"stronger":[132],"meta-learners.":[133],"Then":[134],"move":[136],"step":[138],"further":[139],"end-to-end":[143],"Self-Paced":[144],"(SepMeta)":[146],"The":[148],"curriculum":[149],"SepMeta":[151],"effectively":[153],"integrated":[154],"as":[155],"regularization":[157],"term":[158],"objective":[161],"so":[162],"that":[163],"measure":[167],"adaptively,":[172],"according":[173],"what":[175],"model":[177],"has":[178],"already":[179],"learned.":[180],"Extensive":[181],"experiments":[182],"benchmark":[184],"datasets":[185],"demonstrate":[186],"effectiveness":[188],"proposed":[191],"methods.":[192],"Our":[193],"code":[194],"available":[196],"at":[197],"<uri":[198],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[199],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/nobody-777</uri>":[200],".":[201]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}
