{"id":"https://openalex.org/W4384820933","doi":"https://doi.org/10.1109/tpami.2023.3297058","title":"A Memorizing and Generalizing Framework for Lifelong Person Re-Identification","display_name":"A Memorizing and Generalizing Framework for Lifelong Person Re-Identification","publication_year":2023,"publication_date":"2023-07-19","ids":{"openalex":"https://openalex.org/W4384820933","doi":"https://doi.org/10.1109/tpami.2023.3297058","pmid":"https://pubmed.ncbi.nlm.nih.gov/37467084"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2023.3297058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3297058","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://iris.unitn.it/bitstream/11572/397897/1/Nan-PAMI2023.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049953967","display_name":"Nan Pu","orcid":"https://orcid.org/0000-0002-2179-8301"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]},{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT","NL"],"is_corresponding":false,"raw_author_name":"Nan Pu","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento, Trento, TN, Italy","Leiden Institute of Advanced Computer Science, Leiden University, Leiden, EZ, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2179-8301","affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Trento, TN, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Leiden Institute of Advanced Computer Science, Leiden University, Leiden, EZ, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065328976","display_name":"Zhun Zhong","orcid":"https://orcid.org/0000-0002-8202-0544"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]},{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["GB","IT"],"is_corresponding":false,"raw_author_name":"Zhun Zhong","raw_affiliation_strings":["School of Computer Science, University of Nottingham, Nottingham, U.K","Department of Information Engineering and Computer Science, University of Trento, Trento, TN, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8202-0544","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham, Nottingham, U.K","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Trento, TN, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027171279","display_name":"Nicu Sebe","orcid":"https://orcid.org/0000-0002-6597-7248"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicu Sebe","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento, Trento, TN, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6597-7248","affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Trento, TN, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107877141","display_name":"Michael S. Lew","orcid":"https://orcid.org/0000-0002-2067-9175"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Michael S. Lew","raw_affiliation_strings":["Leiden Institute of Advanced Computer Science, Leiden University, Leiden, EZ, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2067-9175","affiliations":[{"raw_affiliation_string":"Leiden Institute of Advanced Computer Science, Leiden University, Leiden, EZ, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":44.7809,"has_fulltext":true,"cited_by_count":60,"citation_normalized_percentile":{"value":0.99917476,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"45","issue":"11","first_page":"13567","last_page":"13585"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12462","display_name":"Elder Abuse and Neglect","score":0.9588000178337097,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12462","display_name":"Elder Abuse and Neglect","score":0.9588000178337097,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9542999863624573,"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/T11448","display_name":"Face recognition and analysis","score":0.9542999863624573,"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/identification","display_name":"Identification (biology)","score":0.7049097418785095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6727057695388794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6252774000167847},{"id":"https://openalex.org/keywords/memorization","display_name":"Memorization","score":0.6216461062431335},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39793407917022705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38035160303115845},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3437727689743042},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22776511311531067},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.1858564019203186}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7049097418785095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6727057695388794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6252774000167847},{"id":"https://openalex.org/C30038468","wikidata":"https://www.wikidata.org/wiki/Q4354775","display_name":"Memorization","level":2,"score":0.6216461062431335},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39793407917022705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38035160303115845},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3437727689743042},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22776511311531067},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.1858564019203186},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tpami.2023.3297058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3297058","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:37467084","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37467084","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 pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:iris.unitn.it:11572/397897","is_oa":true,"landing_page_url":"https://hdl.handle.net/11572/397897","pdf_url":"https://iris.unitn.it/bitstream/11572/397897/1/Nan-PAMI2023.pdf","source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:scholarlypublications.universiteitleiden.nl:item_4248370","is_oa":true,"landing_page_url":"https://hdl.handle.net/1887/4248370","pdf_url":"https://scholarlypublications.universiteitleiden.nl/access/item%3A4248371/view","source":{"id":"https://openalex.org/S4306400850","display_name":"Leiden Repository (Leiden University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121797337","host_organization_name":"Leiden University","host_organization_lineage":["https://openalex.org/I121797337"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"Article / Letter to editor"},{"id":"pmh:oai:nottingham-repository.worktribe.com:26213831","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/26213831","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:iris.unitn.it:11572/397897","is_oa":true,"landing_page_url":"https://hdl.handle.net/11572/397897","pdf_url":"https://iris.unitn.it/bitstream/11572/397897/1/Nan-PAMI2023.pdf","source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.49000000953674316}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334679","display_name":"Research Executive Agency","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384820933.pdf","grobid_xml":"https://content.openalex.org/works/W4384820933.grobid-xml"},"referenced_works_count":125,"referenced_works":["https://openalex.org/W1518138188","https://openalex.org/W1522301498","https://openalex.org/W1596233070","https://openalex.org/W1602182271","https://openalex.org/W1682403713","https://openalex.org/W1821462560","https://openalex.org/W1979838576","https://openalex.org/W1980287119","https://openalex.org/W1982925187","https://openalex.org/W2047632871","https://openalex.org/W2060277733","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2121358800","https://openalex.org/W2139763424","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2339827301","https://openalex.org/W2473930607","https://openalex.org/W2508418541","https://openalex.org/W2531440880","https://openalex.org/W2560647685","https://openalex.org/W2585635281","https://openalex.org/W2598634450","https://openalex.org/W2606780347","https://openalex.org/W2731516819","https://openalex.org/W2736410039","https://openalex.org/W2739879705","https://openalex.org/W2789599958","https://openalex.org/W2792643794","https://openalex.org/W2798874329","https://openalex.org/W2803178532","https://openalex.org/W2808439681","https://openalex.org/W2884282566","https://openalex.org/W2886996240","https://openalex.org/W2890531016","https://openalex.org/W2891707612","https://openalex.org/W2904427185","https://openalex.org/W2942259124","https://openalex.org/W2947319827","https://openalex.org/W2948734064","https://openalex.org/W2951922011","https://openalex.org/W2957279468","https://openalex.org/W2962966271","https://openalex.org/W2962967746","https://openalex.org/W2963047834","https://openalex.org/W2963140444","https://openalex.org/W2963197375","https://openalex.org/W2963312728","https://openalex.org/W2963540014","https://openalex.org/W2963574614","https://openalex.org/W2963842104","https://openalex.org/W2963854696","https://openalex.org/W2964015378","https://openalex.org/W2964189064","https://openalex.org/W2964326941","https://openalex.org/W2982242214","https://openalex.org/W2982593362","https://openalex.org/W2986349107","https://openalex.org/W2989961614","https://openalex.org/W2990317318","https://openalex.org/W2994675267","https://openalex.org/W3008706867","https://openalex.org/W3030364939","https://openalex.org/W3034232789","https://openalex.org/W3034249268","https://openalex.org/W3034369739","https://openalex.org/W3034453888","https://openalex.org/W3034665604","https://openalex.org/W3034727830","https://openalex.org/W3035252826","https://openalex.org/W3087658752","https://openalex.org/W3092676209","https://openalex.org/W3092741951","https://openalex.org/W3109976102","https://openalex.org/W3118608800","https://openalex.org/W3120486244","https://openalex.org/W3136038792","https://openalex.org/W3157413304","https://openalex.org/W3163842339","https://openalex.org/W3174337559","https://openalex.org/W3180614977","https://openalex.org/W4287163709","https://openalex.org/W4292402161","https://openalex.org/W4297733535","https://openalex.org/W4299879270","https://openalex.org/W4301365964","https://openalex.org/W4312453698","https://openalex.org/W4378464724","https://openalex.org/W4391149012","https://openalex.org/W6631190155","https://openalex.org/W6636160605","https://openalex.org/W6638523607","https://openalex.org/W6677888739","https://openalex.org/W6704003556","https://openalex.org/W6726873649","https://openalex.org/W6728374919","https://openalex.org/W6735531217","https://openalex.org/W6736685754","https://openalex.org/W6737377802","https://openalex.org/W6740493225","https://openalex.org/W6742852309","https://openalex.org/W6745537798","https://openalex.org/W6747428963","https://openalex.org/W6748819345","https://openalex.org/W6749029207","https://openalex.org/W6752255449","https://openalex.org/W6752530194","https://openalex.org/W6754375721","https://openalex.org/W6754778999","https://openalex.org/W6755109808","https://openalex.org/W6761583661","https://openalex.org/W6762003241","https://openalex.org/W6766488136","https://openalex.org/W6767099637","https://openalex.org/W6769216346","https://openalex.org/W6774365965","https://openalex.org/W6776331362","https://openalex.org/W6778934124","https://openalex.org/W6783969724","https://openalex.org/W6786337132","https://openalex.org/W6787972765","https://openalex.org/W6810274849","https://openalex.org/W6840693802","https://openalex.org/W6853132256"],"related_works":["https://openalex.org/W3093895509","https://openalex.org/W3163481960","https://openalex.org/W2323394100","https://openalex.org/W280704926","https://openalex.org/W2476068070","https://openalex.org/W4323971310","https://openalex.org/W2893372175","https://openalex.org/W1972827106","https://openalex.org/W4283526844","https://openalex.org/W2787003449"],"abstract_inverted_index":{"In":[0,67],"this":[1,68],"paper,":[2,69],"we":[3,70,124,193],"introduce":[4],"a":[5,25,52,58,72,177,195],"challenging":[6],"yet":[7],"practical":[8,202],"setting":[9],"for":[10,79],"person":[11,17],"re-identification":[12,18],"(ReID)":[13],"task,":[14],"named":[15],"lifelong":[16],"(LReID),":[19],"which":[20,81,180],"aims":[21],"to":[22,37,50,154,171],"continuously":[23],"train":[24],"ReID":[26,53],"model":[27,34,54,86],"across":[28],"multiple":[29],"domains":[30,148,229],"and":[31,43,75,89,108,133,197,211,227,235],"the":[32,85,117,121,151,159,173,184,189,207,223,231,238],"trained":[33],"is":[35,47,97,163,169],"required":[36],"generalize":[38],"well":[39],"on":[40,146,225],"both":[41],"seen":[42,65,147,226],"unseen":[44,155,228],"domains.":[45,66,156],"It":[46],"therefore":[48],"critical":[49],"learn":[51,57],"that":[55,162,205,215,236],"can":[56,82,141,181,220],"generalized":[59],"representation":[60,132],"without":[61],"forgetting":[62,88,145],"knowledge":[63,131,134,175],"of":[64,99,191,209],"propose":[71],"new":[73,196],"MEmorizing":[74],"GEneralizing":[76],"framework":[77,219],"(MEGE)":[78],"LReID,":[80,192],"jointly":[83],"prevent":[84,183],"from":[87,116],"improve":[90,222],"its":[91],"generalization":[92,152],"ability.":[93],"Specifically,":[94],"our":[95,217],"MEGE":[96,218,240],"composed":[98],"two":[100,128,201],"novel":[101],"modules,":[102],"i.e.,":[103],"Adaptive":[104],"Knowledge":[105],"Accumulation":[106],"(AKA)":[107],"differentiable":[109,178],"Ranking":[110],"Consistency":[111],"Distillation":[112],"(RCD).":[113],"Taking":[114],"inspiration":[115],"cognitive":[118],"processes":[119],"in":[120,166,176],"human":[122],"brain,":[123],"endow":[125],"AKA":[126,140],"with":[127,200],"special":[129],"capacities,":[130],"operation":[135],"by":[136,244],"graph":[137],"convolution":[138],"networks.":[139],"effectively":[142,221],"mitigate":[143],"catastrophic":[144,185],"while":[149],"improving":[150],"ability":[153],"By":[157],"considering":[158],"ranking":[160,174],"factor":[161],"specifically":[164],"important":[165],"ReID,":[167],"RCD":[168],"designed":[170],"distill":[172],"manner,":[179],"further":[182],"forgetting.":[186],"To":[187],"supporting":[188],"study":[190],"build":[194],"large-scale":[198],"benchmark":[199],"evaluation":[203],"protocols":[204],"consider":[206],"metrics":[208],"non-forgetting":[210],"generalization.":[212],"Experiments":[213],"demonstrate":[214],"1)":[216],"performance":[224],"under":[230],"domain-incremental":[232],"learning":[233],"constraint,":[234],"2)":[237],"proposed":[239],"outperforms":[241],"state-of-the-art":[242],"competitors":[243],"large":[245],"margins.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
