{"id":"https://openalex.org/W4306386459","doi":"https://doi.org/10.1016/j.ins.2022.10.058","title":"LESSL: Can LEGO sampling and collaborative optimization contribute to self-supervised learning?","display_name":"LESSL: Can LEGO sampling and collaborative optimization contribute to self-supervised learning?","publication_year":2022,"publication_date":"2022-10-17","ids":{"openalex":"https://openalex.org/W4306386459","doi":"https://doi.org/10.1016/j.ins.2022.10.058"},"language":"en","primary_location":{"id":"doi:10.1016/j.ins.2022.10.058","doi":"https://doi.org/10.1016/j.ins.2022.10.058","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2022.10.058","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","fnege-4","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5006250085","display_name":"Wenyi Zhao","orcid":"https://orcid.org/0000-0002-8339-5081","observed_orcids":["https://orcid.org/0000-0002-8339-5081"]},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyi Zhao","raw_affiliation_strings":["School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428758","display_name":"Weidong Zhang","orcid":"https://orcid.org/0000-0003-2495-4469","observed_orcids":["https://orcid.org/0000-0003-2495-4469","https://orcid.org/0000-0002-4700-1276"]},"institutions":[{"id":"https://openalex.org/I4210163247","display_name":"Henan Institute of Science and Technology","ror":"https://ror.org/0578f1k82","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163247"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Zhang","raw_affiliation_strings":["School of Information Engineering, Henan Institute of Science and Technology, Xinxiang 453003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Henan Institute of Science and Technology, Xinxiang 453003, China","institution_ids":["https://openalex.org/I4210163247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028311940","display_name":"Xipeng Pan","orcid":"https://orcid.org/0000-0003-2581-0520","observed_orcids":["https://orcid.org/0000-0003-2581-0520"]},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xipeng Pan","raw_affiliation_strings":["School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082780960","display_name":"Peixian Zhuang","orcid":"https://orcid.org/0000-0002-7143-9569","observed_orcids":["https://orcid.org/0000-0002-7143-9569"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peixian Zhuang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006580647","display_name":"Xiwang Xie","orcid":"https://orcid.org/0000-0002-8328-5392","observed_orcids":["https://orcid.org/0000-0002-8328-5392"]},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiwang Xie","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian 116026, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian 116026, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017790987","display_name":"Lingqiao Li","orcid":"https://orcid.org/0000-0001-9402-0421","observed_orcids":["https://orcid.org/0000-0001-9402-0421"]},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingqiao Li","raw_affiliation_strings":["School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068323815","display_name":"Huihua Yang","orcid":"https://orcid.org/0000-0001-6334-4044","observed_orcids":["https://orcid.org/0000-0001-6334-4044"]},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huihua Yang","raw_affiliation_strings":["School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China","School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068323815"],"corresponding_institution_ids":["https://openalex.org/I139759216","https://openalex.org/I5343935"],"apc_list":{"value":2940,"currency":"USD","value_usd":2940},"apc_paid":null,"fwci":1.3232,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.8067553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"615","issue":null,"first_page":"475","last_page":"490"},"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":0.9804999828338623,"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":0.9804999828338623,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.012900000438094139,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.001500000013038516,"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/self-supervised-learning","display_name":"self-supervised learning","score":0.8730000257492065},{"id":"https://openalex.org/keywords/visual-representation-learning","display_name":"visual representation learning","score":0.9409999847412109},{"id":"https://openalex.org/keywords/contrastive-learning","display_name":"contrastive learning","score":0.8840000033378601},{"id":"https://openalex.org/keywords/data-sampling","display_name":"data sampling","score":0.44200000166893005},{"id":"https://openalex.org/keywords/interleaved-sampling","display_name":"interleaved sampling","score":0.8360000252723694},{"id":"https://openalex.org/keywords/lego-bricks","display_name":"LEGO bricks","score":0.4659999907016754},{"id":"https://openalex.org/keywords/collaborative-optimization","display_name":"collaborative optimization","score":0.9300000071525574},{"id":"https://openalex.org/keywords/unlabeled-images","display_name":"unlabeled images","score":0.8379999995231628},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.5509999990463257},{"id":"https://openalex.org/keywords/memory-usage","display_name":"memory usage","score":0.7229999899864197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6519863605499268},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5599918365478516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5240806937217712},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49799418449401855},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10424524545669556},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ins.2022.10.058","doi":"https://doi.org/10.1016/j.ins.2022.10.058","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2022.10.058","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","fnege-4","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W2097308346","https://openalex.org/W2156838815","https://openalex.org/W2194775991","https://openalex.org/W2321533354","https://openalex.org/W2322974909","https://openalex.org/W2326925005","https://openalex.org/W2767641019","https://openalex.org/W2779692282","https://openalex.org/W2785325870","https://openalex.org/W2791840139","https://openalex.org/W2798991696","https://openalex.org/W2804951847","https://openalex.org/W2923837612","https://openalex.org/W2946856970","https://openalex.org/W2978329087","https://openalex.org/W2986405467","https://openalex.org/W2994536315","https://openalex.org/W2997030765","https://openalex.org/W3005680577","https://openalex.org/W3018378048","https://openalex.org/W3022061250","https://openalex.org/W3034748927","https://openalex.org/W3035524453","https://openalex.org/W3036224891","https://openalex.org/W3082744274","https://openalex.org/W3145450063","https://openalex.org/W3166596953","https://openalex.org/W3168822201","https://openalex.org/W3170977775","https://openalex.org/W3171007011","https://openalex.org/W3174415835","https://openalex.org/W3176009670","https://openalex.org/W3177525997","https://openalex.org/W3183476263","https://openalex.org/W3187627504","https://openalex.org/W3192404838","https://openalex.org/W3204449938","https://openalex.org/W4200182940","https://openalex.org/W4200312714","https://openalex.org/W4205622807","https://openalex.org/W4226195328","https://openalex.org/W4238262579","https://openalex.org/W4245551996","https://openalex.org/W4280491503","https://openalex.org/W4283008581","https://openalex.org/W4312295999","https://openalex.org/W4312497901","https://openalex.org/W4312739324","https://openalex.org/W4312904550","https://openalex.org/W4313056800","https://openalex.org/W6600018615"],"related_works":["https://openalex.org/W4399268302","https://openalex.org/W7020476390","https://openalex.org/W4400141305","https://openalex.org/W4385268901","https://openalex.org/W6941060431","https://openalex.org/W4412996614","https://openalex.org/W3185459701","https://openalex.org/W4412980212","https://openalex.org/W4313487589","https://openalex.org/W4283804319"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2022-10-17T00:00:00"}