{"id":"https://openalex.org/W3041045771","doi":"https://doi.org/10.1109/tcyb.2020.3002911","title":"Accommodating Multiple Tasks\u2019 Disparities With Distributed Knowledge-Sharing Mechanism","display_name":"Accommodating Multiple Tasks\u2019 Disparities With Distributed Knowledge-Sharing Mechanism","publication_year":2020,"publication_date":"2020-07-10","ids":{"openalex":"https://openalex.org/W3041045771","doi":"https://doi.org/10.1109/tcyb.2020.3002911","mag":"3041045771","pmid":"https://pubmed.ncbi.nlm.nih.gov/32649285"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2020.3002911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3002911","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/A5101646532","display_name":"Xinqi Chen","orcid":"https://orcid.org/0000-0001-6463-1854"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinqi Chen","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China","Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6463-1854","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090101808","display_name":"Guoxu Zhou","orcid":"https://orcid.org/0000-0003-1187-577X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoxu Zhou","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China","Key Laboratory of Intelligent Detection and The Internet of Things in Manufacturing, Ministry of Education, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1187-577X","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Detection and The Internet of Things in Manufacturing, Ministry of Education, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanjiao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjiao Wang","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China","Guangdong-Hong Kong-Macao Joint Laboratory for Smart Discrete Manufacturing, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Guangdong-Hong Kong-Macao Joint Laboratory for Smart Discrete Manufacturing, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004513656","display_name":"Ming Hou","orcid":"https://orcid.org/0000-0003-2621-5539"},"institutions":[{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ming Hou","raw_affiliation_strings":["Tensor Learning Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tensor Learning Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan","institution_ids":["https://openalex.org/I4210126580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083182987","display_name":"Qibin Zhao","orcid":"https://orcid.org/0000-0002-4442-3182"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]},{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Qibin Zhao","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China","Tensor Learning Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan","Joint International Research Laboratory of Intelligent Information Processing and System Integration of IoT, Ministry of Education, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4442-3182","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Tensor Learning Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan","institution_ids":["https://openalex.org/I4210126580"]},{"raw_affiliation_string":"Joint International Research Laboratory of Intelligent Information Processing and System Integration of IoT, Ministry of Education, Guangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043262479","display_name":"Shengli Xie","orcid":"https://orcid.org/0000-0003-2041-5214"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengli Xie","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China","Guangdong-Hong Kong-Macao Joint Laboratory for Smart Discrete Manufacturing, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2041-5214","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Guangdong-Hong Kong-Macao Joint Laboratory for Smart Discrete Manufacturing, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2797,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.45232274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"52","issue":"4","first_page":"2440","last_page":"2452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9945999979972839,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9782999753952026,"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":0.7601000070571899},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.656955361366272},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5679368376731873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5298787355422974},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.515747606754303},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4615824818611145},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4541158676147461},{"id":"https://openalex.org/keywords/knowledge-sharing","display_name":"Knowledge sharing","score":0.4455564022064209},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.43658849596977234},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3642144799232483},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33464956283569336},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.22174280881881714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7601000070571899},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.656955361366272},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5679368376731873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5298787355422974},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.515747606754303},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4615824818611145},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4541158676147461},{"id":"https://openalex.org/C2776604539","wikidata":"https://www.wikidata.org/wiki/Q6423395","display_name":"Knowledge sharing","level":2,"score":0.4455564022064209},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.43658849596977234},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3642144799232483},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33464956283569336},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.22174280881881714},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010179","descriptor_name":"Pancreas","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010179","descriptor_name":"Pancreas","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010179","descriptor_name":"Pancreas","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2020.3002911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3002911","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:32649285","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32649285","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":[],"awards":[{"id":"https://openalex.org/G2077582792","display_name":null,"funder_award_id":"61673124","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2385028947","display_name":null,"funder_award_id":"61727810","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3320492733","display_name":null,"funder_award_id":"61903095","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5535017810","display_name":null,"funder_award_id":"20H04249","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6539573168","display_name":null,"funder_award_id":"20K19874","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G744479282","display_name":null,"funder_award_id":"2020A1515010671","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G8719025522","display_name":null,"funder_award_id":"61973090","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/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W582055897","https://openalex.org/W1499332833","https://openalex.org/W1799946925","https://openalex.org/W1834627138","https://openalex.org/W1893333638","https://openalex.org/W1896424170","https://openalex.org/W1942758450","https://openalex.org/W1963826206","https://openalex.org/W1965804146","https://openalex.org/W1977617632","https://openalex.org/W1980906180","https://openalex.org/W1993482030","https://openalex.org/W2018282388","https://openalex.org/W2024166170","https://openalex.org/W2065180801","https://openalex.org/W2106221905","https://openalex.org/W2110332320","https://openalex.org/W2158821123","https://openalex.org/W2166267120","https://openalex.org/W2194321275","https://openalex.org/W2251324968","https://openalex.org/W2344468249","https://openalex.org/W2407793339","https://openalex.org/W2412278696","https://openalex.org/W2431890537","https://openalex.org/W2485514552","https://openalex.org/W2588595876","https://openalex.org/W2624871570","https://openalex.org/W2627183927","https://openalex.org/W2741887298","https://openalex.org/W2744295891","https://openalex.org/W2906905608","https://openalex.org/W2913179211","https://openalex.org/W2949831805","https://openalex.org/W2950678851","https://openalex.org/W2952505042","https://openalex.org/W2954228910","https://openalex.org/W2962897020","https://openalex.org/W2963425582","https://openalex.org/W2963615402","https://openalex.org/W2963842982","https://openalex.org/W2964229782","https://openalex.org/W3016075648","https://openalex.org/W3139939952","https://openalex.org/W6638060716","https://openalex.org/W6678962389","https://openalex.org/W6683826617","https://openalex.org/W6686819018","https://openalex.org/W6690067395","https://openalex.org/W6703116779","https://openalex.org/W6719384148","https://openalex.org/W6745996482","https://openalex.org/W6787972765"],"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":{"Deep":[0],"multitask":[1,116],"learning":[2,15,46,117],"(MTL)":[3],"shares":[4],"beneficial":[5],"knowledge":[6,124,146],"across":[7,147],"participating":[8],"tasks,":[9],"alleviating":[10],"the":[11,22,44,81,95,100,121,177,187],"impacts":[12],"of":[13,47,80,102,135,144,164,182],"extreme":[14],"conditions":[16],"on":[17,169],"their":[18],"performances":[19,163],"such":[20,88],"as":[21],"data":[23],"scarcity":[24],"problem.":[25],"In":[26],"practice,":[27],"participators":[28],"stemming":[29],"from":[30],"different":[31],"domain":[32],"sources":[33],"often":[34],"have":[35],"varied":[36,158],"complexities":[37],"and":[38,53,71,90,126,180],"input":[39,159],"sizes,":[40,160],"for":[41],"example,":[42],"in":[43,119,184,189],"joint":[45],"computer":[48],"vision":[49],"tasks":[50,156],"with":[51,67,75,99,157,186],"RGB":[52],"grayscale":[54],"images.":[55],"For":[56],"adapting":[57],"to":[58,64,87,93,153,174],"these":[59],"differences,":[60],"it":[61],"is":[62,130,137,140],"appropriate":[63],"design":[65],"networks":[66,149],"proper":[68],"representational":[69],"capacities":[70],"construct":[72],"neural":[73],"layers":[74],"corresponding":[76],"widths.":[77],"Nevertheless,":[78],"most":[79],"state-of-the-art":[82],"methods":[83],"pay":[84],"little":[85],"attention":[86],"situations,":[89],"actually":[91],"fail":[92],"handle":[94],"disparities.":[96],"To":[97],"work":[98],"dissimilitude":[101],"tasks'":[103],"network":[104],"designs,":[105],"this":[106],"article":[107],"presents":[108],"a":[109],"distributed":[110],"knowledge-sharing":[111],"framework":[112,134],"called":[113],"tensor":[114],"ring":[115],"(TRMTL),":[118],"which":[120,139],"relationship":[122],"between":[123],"sharing":[125,145],"original":[127],"weight":[128],"matrices":[129],"cut":[131],"up.":[132],"The":[133],"TRMTL":[136,183],"flexible,":[138],"not":[141],"only":[142],"capable":[143],"heterogenous":[148],"but":[150],"also":[151],"able":[152],"jointly":[154],"learn":[155],"significantly":[161],"improving":[162],"data-insufficient":[165],"tasks.":[166],"Comprehensive":[167],"experiments":[168],"challenging":[170],"datasets":[171],"are":[172],"conducted":[173],"empirically":[175],"validate":[176],"effectiveness,":[178],"efficiency,":[179],"flexibility":[181],"dealing":[185],"disparities":[188],"MTL.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}