{"id":"https://openalex.org/W2947060602","doi":"https://doi.org/10.3390/jimaging8040093","title":"Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition","display_name":"Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition","publication_year":2022,"publication_date":"2022-03-31","ids":{"openalex":"https://openalex.org/W2947060602","doi":"https://doi.org/10.3390/jimaging8040093","mag":"2947060602","pmid":"https://pubmed.ncbi.nlm.nih.gov/35448220"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging8040093","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging8040093","pdf_url":"https://www.mdpi.com/2313-433X/8/4/93/pdf?version=1649403927","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2313-433X/8/4/93/pdf?version=1649403927","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003202878","display_name":"Martin Mundt","orcid":"https://orcid.org/0000-0003-1639-8255"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Martin Mundt","raw_affiliation_strings":["Department of Computer Science and Mathematics, Goethe University, 60323 Frankfurt am Main, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1639-8255","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Mathematics, Goethe University, 60323 Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011705692","display_name":"Iuliia Pliushch","orcid":null},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Iuliia Pliushch","raw_affiliation_strings":["Department of Computer Science and Mathematics, Goethe University, 60323 Frankfurt am Main, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Mathematics, Goethe University, 60323 Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064099733","display_name":"Sagnik Majumder","orcid":"https://orcid.org/0000-0002-2851-1510"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sagnik Majumder","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Austin, Austin, TX 78712, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Austin, Austin, TX 78712, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112439076","display_name":"Yongwon Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongwon Hong","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul 03722, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul 03722, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049160991","display_name":"Visvanathan Ramesh","orcid":"https://orcid.org/0000-0002-8842-905X"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Visvanathan Ramesh","raw_affiliation_strings":["Department of Computer Science and Mathematics, Goethe University, 60323 Frankfurt am Main, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8842-905X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Mathematics, Goethe University, 60323 Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I114090438"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003202878"],"corresponding_institution_ids":["https://openalex.org/I114090438"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":3.7989,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.93950068,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":"4","first_page":"93","last_page":"93"},"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":0.9995999932289124,"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":0.9995999932289124,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9799000024795532,"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":0.7983455657958984},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.735698938369751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7277880907058716},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6250172853469849},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6190512180328369},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6053600907325745},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5667743682861328},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5421590805053711},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5192420482635498},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4624512493610382},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4572221636772156},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.44183623790740967},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41776689887046814},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.34370583295822144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7983455657958984},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.735698938369751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7277880907058716},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6250172853469849},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6190512180328369},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6053600907325745},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5667743682861328},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5421590805053711},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5192420482635498},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4624512493610382},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4572221636772156},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.44183623790740967},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41776689887046814},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.34370583295822144},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/jimaging8040093","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging8040093","pdf_url":"https://www.mdpi.com/2313-433X/8/4/93/pdf?version=1649403927","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmid:35448220","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35448220","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":"Journal of imaging","raw_type":null},{"id":"pmh:oai:arXiv.org:1905.12019","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1905.12019","pdf_url":"https://arxiv.org/pdf/1905.12019","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:a0878655885c448c9104a4da57262038","is_oa":true,"landing_page_url":"https://doaj.org/article/a0878655885c448c9104a4da57262038","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Imaging, Vol 8, Iss 4, p 93 (2022)","raw_type":"article"},{"id":"pmh:oai:publikationen.ub.uni-frankfurt.de:82823","is_oa":true,"landing_page_url":"http://publikationen.ub.uni-frankfurt.de/frontdoor/index/index/docId/82823","pdf_url":null,"source":{"id":"https://openalex.org/S4306400432","display_name":"Publication Server of Goethe University Frankfurt am Main (Goethe University Frankfurt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114090438","host_organization_name":"Goethe University Frankfurt","host_organization_lineage":["https://openalex.org/I114090438"],"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":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9028364","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9028364","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/jimaging8040093","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging8040093","pdf_url":"https://www.mdpi.com/2313-433X/8/4/93/pdf?version=1649403927","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2947060602.pdf","grobid_xml":"https://content.openalex.org/works/W2947060602.grobid-xml"},"referenced_works_count":120,"referenced_works":["https://openalex.org/W582134693","https://openalex.org/W1499991161","https://openalex.org/W1677182931","https://openalex.org/W1682403713","https://openalex.org/W1821462560","https://openalex.org/W1836465849","https://openalex.org/W1917989004","https://openalex.org/W1959608418","https://openalex.org/W1997865285","https://openalex.org/W2018459374","https://openalex.org/W2029796992","https://openalex.org/W2036963181","https://openalex.org/W2064675550","https://openalex.org/W2099471712","https://openalex.org/W2104939199","https://openalex.org/W2108501770","https://openalex.org/W2108677974","https://openalex.org/W2111051539","https://openalex.org/W2112796928","https://openalex.org/W2116522068","https://openalex.org/W2119880843","https://openalex.org/W2150856297","https://openalex.org/W2164573470","https://openalex.org/W2194775991","https://openalex.org/W2202109488","https://openalex.org/W2335728318","https://openalex.org/W2401932923","https://openalex.org/W2426267443","https://openalex.org/W2531327146","https://openalex.org/W2560647685","https://openalex.org/W2572816092","https://openalex.org/W2612133721","https://openalex.org/W2737492962","https://openalex.org/W2743151379","https://openalex.org/W2750384547","https://openalex.org/W2753738274","https://openalex.org/W2765101016","https://openalex.org/W2767414122","https://openalex.org/W2768927604","https://openalex.org/W2786446225","https://openalex.org/W2788388592","https://openalex.org/W2796704765","https://openalex.org/W2804746922","https://openalex.org/W2867167548","https://openalex.org/W2872172641","https://openalex.org/W2884581909","https://openalex.org/W2885949783","https://openalex.org/W2890884881","https://openalex.org/W2891583400","https://openalex.org/W2892234010","https://openalex.org/W2896687685","https://openalex.org/W2902986194","https://openalex.org/W2905204718","https://openalex.org/W2905631704","https://openalex.org/W2906141031","https://openalex.org/W2912351382","https://openalex.org/W2942630857","https://openalex.org/W2948194985","https://openalex.org/W2949649223","https://openalex.org/W2950378732","https://openalex.org/W2952140516","https://openalex.org/W2953318193","https://openalex.org/W2954929116","https://openalex.org/W2957228535","https://openalex.org/W2962706768","https://openalex.org/W2962724315","https://openalex.org/W2962738009","https://openalex.org/W2962860923","https://openalex.org/W2963038864","https://openalex.org/W2963082441","https://openalex.org/W2963149653","https://openalex.org/W2963156511","https://openalex.org/W2963384319","https://openalex.org/W2963504544","https://openalex.org/W2963540014","https://openalex.org/W2963546708","https://openalex.org/W2963559848","https://openalex.org/W2964059111","https://openalex.org/W2964121744","https://openalex.org/W2964137095","https://openalex.org/W2964167449","https://openalex.org/W2964189064","https://openalex.org/W2965989958","https://openalex.org/W2970859221","https://openalex.org/W2986349107","https://openalex.org/W3007041883","https://openalex.org/W3017160304","https://openalex.org/W3021931813","https://openalex.org/W3035603281","https://openalex.org/W3097784654","https://openalex.org/W3098511564","https://openalex.org/W3100156920","https://openalex.org/W3102616566","https://openalex.org/W3103800629","https://openalex.org/W3118608800","https://openalex.org/W4214662032","https://openalex.org/W4287112127","https://openalex.org/W4287814827","https://openalex.org/W4288359148","https://openalex.org/W4288404646","https://openalex.org/W4289129346","https://openalex.org/W4289549433","https://openalex.org/W4290755975","https://openalex.org/W4293411878","https://openalex.org/W4301163820","https://openalex.org/W4312744085","https://openalex.org/W4320013936","https://openalex.org/W4391602018","https://openalex.org/W6631190155","https://openalex.org/W6638523607","https://openalex.org/W6640963894","https://openalex.org/W6682303744","https://openalex.org/W6738543193","https://openalex.org/W6738602802","https://openalex.org/W6745121187","https://openalex.org/W6750852989","https://openalex.org/W6754995574","https://openalex.org/W6756031963","https://openalex.org/W6758388730","https://openalex.org/W6779357159"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4394785709","https://openalex.org/W4309969736","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W2770818364","https://openalex.org/W2953501176","https://openalex.org/W2965095304","https://openalex.org/W2470043383"],"abstract_inverted_index":{"Modern":[0],"deep":[1,71],"neural":[2],"networks":[3],"are":[4,98],"well":[5],"known":[6,115],"to":[7,32,41,77,100,121,133,139],"be":[8,110,131],"brittle":[9],"in":[10,68,137],"the":[11,20,37,79,89],"face":[12],"of":[13,19,85,91],"unknown":[14,106],"data":[15,94,108],"instances":[16],"and":[17],"recognition":[18],"latter":[21],"remains":[22],"a":[23,57,69,102,126],"challenge.":[24],"Although":[25],"it":[26],"is":[27],"inevitable":[28],"for":[29],"continual-learning":[30],"systems":[31],"encounter":[33],"such":[34],"unseen":[35,105],"concepts,":[36],"corresponding":[38],"literature":[39],"appears":[40],"nonetheless":[42],"focus":[43],"primarily":[44],"on":[45,65,88],"alleviating":[46],"catastrophic":[47,142],"interference":[48],"with":[49],"learned":[50],"representations.":[51],"In":[52],"this":[53],"work,":[54],"we":[55,75],"introduce":[56],"probabilistic":[58],"approach":[59],"that":[60],"connects":[61],"these":[62],"perspectives":[63],"based":[64],"variational":[66],"inference":[67],"single":[70],"autoencoder":[72],"model.":[73],"Specifically,":[74],"propose":[76],"bound":[78],"approximate":[80],"posterior":[81],"by":[82],"fitting":[83],"regions":[84],"high":[86],"density":[87],"basis":[90],"correctly":[92],"classified":[93],"points.":[95],"These":[96],"bounds":[97],"shown":[99],"serve":[101],"dual":[103],"purpose:":[104],"out-of-distribution":[107],"can":[109,130],"distinguished":[111],"from":[112],"already":[113,123],"trained":[114],"tasks":[116],"towards":[117],"robust":[118],"application.":[119],"Simultaneously,":[120],"retain":[122],"acquired":[124],"knowledge,":[125],"generative":[127],"replay":[128],"process":[129],"narrowed":[132],"strictly":[134],"in-distribution":[135],"samples,":[136],"order":[138],"significantly":[140],"alleviate":[141],"interference.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}