{"id":"https://openalex.org/W7212090766","doi":null,"title":"Efficient and Controllable Foundation Model Finetuning for Continual Learning","display_name":"Efficient and Controllable Foundation Model Finetuning for Continual Learning","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7212090766"},"language":"en","primary_location":{"id":"pmh:oai:jyx.jyu.fi:123456789/113484","doi":null,"is_oa":true,"landing_page_url":"http://urn.fi/URN:ISBN:978-952-86-1764-8","pdf_url":"https://jyx.jyu.fi/bitstreams/48a8738e-02ae-4ae5-ab42-f63cfa191eab/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"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":"http://purl.org/coar/resource_type/c_db06"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://jyx.jyu.fi/bitstreams/48a8738e-02ae-4ae5-ab42-f63cfa191eab/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5144802611","display_name":"Haihua Luo","orcid":"https://orcid.org/0009-0004-5466-984X","observed_orcids":["https://orcid.org/0009-0004-5466-984X"]},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Luo, Haihua","raw_affiliation_strings":["Open Science Centre , University of Jyv\u00e4skyl\u00e4"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Open Science Centre , University of Jyv\u00e4skyl\u00e4","institution_ids":["https://openalex.org/I94722563"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5144802611"],"corresponding_institution_ids":["https://openalex.org/I94722563"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9976000189781189,"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":0.9976000189781189,"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":0.0005000000237487257,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.00039999998989515007,"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/continual-learning","display_name":"continual learning","score":0.9940000176429749},{"id":"https://openalex.org/keywords/foundation-model-fine-tuning","display_name":"foundation model fine-tuning","score":0.8370000123977661},{"id":"https://openalex.org/keywords/catastrophic-forgetting","display_name":"catastrophic forgetting","score":0.9929999709129333},{"id":"https://openalex.org/keywords/simes","display_name":"SIMes","score":0.7730000019073486},{"id":"https://openalex.org/keywords/vision-language-models","display_name":"vision-language models","score":0.6370000243186951},{"id":"https://openalex.org/keywords/visual-coding","display_name":"visual coding","score":0.4059999883174896},{"id":"https://openalex.org/keywords/prompt-based-fine-tuning","display_name":"prompt-based fine-tuning","score":0.6380000114440918},{"id":"https://openalex.org/keywords/core","display_name":"core","score":0.43700000643730164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5241000056266785},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.37459999322891235},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.36000001430511475},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.34439998865127563},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3319999873638153},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3001999855041504},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.2913999855518341},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2838999927043915},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26989999413490295},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.25619998574256897}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:jyx.jyu.fi:123456789/113484","doi":null,"is_oa":true,"landing_page_url":"http://urn.fi/URN:ISBN:978-952-86-1764-8","pdf_url":"https://jyx.jyu.fi/bitstreams/48a8738e-02ae-4ae5-ab42-f63cfa191eab/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"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":"http://purl.org/coar/resource_type/c_db06"}],"best_oa_location":{"id":"pmh:oai:jyx.jyu.fi:123456789/113484","doi":null,"is_oa":true,"landing_page_url":"http://urn.fi/URN:ISBN:978-952-86-1764-8","pdf_url":"https://jyx.jyu.fi/bitstreams/48a8738e-02ae-4ae5-ab42-f63cfa191eab/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"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":"http://purl.org/coar/resource_type/c_db06"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1367307965","display_name":null,"funder_award_id":"U24B20140","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1490866274","display_name":null,"funder_award_id":"62206037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2567805129","display_name":null,"funder_award_id":"2024QNRC001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8753041285","display_name":null,"funder_award_id":"62476035","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7212090766.pdf","grobid_xml":"https://content.openalex.org/works/W7212090766.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W12634471","https://openalex.org/W1846799578","https://openalex.org/W1977295328","https://openalex.org/W2047643928","https://openalex.org/W2112796928","https://openalex.org/W2113839990","https://openalex.org/W2155904486","https://openalex.org/W2473930607","https://openalex.org/W2554863749","https://openalex.org/W2560647685","https://openalex.org/W2624677889","https://openalex.org/W2627183927","https://openalex.org/W2768412495","https://openalex.org/W2770882886","https://openalex.org/W2894094671","https://openalex.org/W2912924812","https://openalex.org/W2948734064","https://openalex.org/W2964194231","https://openalex.org/W2981720610","https://openalex.org/W3030364939","https://openalex.org/W3037492894","https://openalex.org/W3094502228","https://openalex.org/W3163939464","https://openalex.org/W3177096435","https://openalex.org/W3178686235","https://openalex.org/W3217561207","https://openalex.org/W4214662032","https://openalex.org/W4221148704","https://openalex.org/W4221166075","https://openalex.org/W4225484930","https://openalex.org/W4225747866","https://openalex.org/W4226227340","https://openalex.org/W4283212473","https://openalex.org/W4286588500","https://openalex.org/W4292794834","https://openalex.org/W4303648940","https://openalex.org/W4312238419","https://openalex.org/W4312351187","https://openalex.org/W4319300674","https://openalex.org/W4319453765","https://openalex.org/W4327810158","https://openalex.org/W4383368570","https://openalex.org/W4384918448","https://openalex.org/W4386076680","https://openalex.org/W4386566659","https://openalex.org/W4388184714","https://openalex.org/W4389520749","https://openalex.org/W4390872020","https://openalex.org/W4393153113","https://openalex.org/W4402092710","https://openalex.org/W4403344183","https://openalex.org/W4404534210","https://openalex.org/W4407542088","https://openalex.org/W4409269162","https://openalex.org/W4409348194","https://openalex.org/W4410006733","https://openalex.org/W4414281281","https://openalex.org/W4414819440","https://openalex.org/W4415797970","https://openalex.org/W4417300721","https://openalex.org/W6944930550","https://openalex.org/W7116118632","https://openalex.org/W7133219196"],"related_works":["https://openalex.org/W7222025499","https://openalex.org/W7127638363","https://openalex.org/W4417080420","https://openalex.org/W7140010981","https://openalex.org/W7106235944","https://openalex.org/W7140223479","https://openalex.org/W7214073077","https://openalex.org/W6986325326","https://openalex.org/W7161286383","https://openalex.org/W7213278213"],"abstract_inverted_index":{"Jatkuvan":[0],"oppimisen":[1,19,68,123],"tavoitteena":[2],"on":[3],"mahdollistaa":[4,157],"mallien":[5,205],"kyky":[6],"hankkia":[7],"uutta":[8],"tietoa":[9],"dynaamisissa":[10],"ymp\u00e4rist\u00f6iss\u00e4":[11],"s\u00e4ilytt\u00e4en":[12],"samalla":[13],"aiemmin":[14],"opittu":[15],"tieto.":[16],"Nykyiset":[17],"jatkuvan":[18,121],"menetelm\u00e4t":[20,177],"k\u00e4rsiv\u00e4t":[21],"kuitenkin":[22],"usein":[23],"katastrofaalisesta":[24],"unohtamisesta,":[25],"rajallisesta":[26],"skaalautuvuudesta":[27],"ja":[28,40,45,53,63,73,76,93,115,138,146,161,184,195],"tehottomasta":[29],"sopeutumisesta":[30],"sovellettaessa":[31],"perustamalleihin.":[32],"N\u00e4ihin":[33],"haasteisiin":[34],"vastaten":[35],"t\u00e4m\u00e4":[36,187],"v\u00e4it\u00f6skirja":[37,188],"tutkii":[38],"tehokasta":[39],"hallittavaa":[41],"jatkuvaa":[42],"sopeutumista":[43],"perustamalleille":[44],"esitt\u00e4\u00e4":[46],"uusia":[47],"menetelmi\u00e4":[48],"adapteripohjaisesta":[49],"sopeutuksesta":[50],"esitystason":[51,122],"hienos\u00e4\u00e4t\u00f6\u00f6n":[52],"elinik\u00e4iseen":[54,198],"mallin":[55,77,168],"muokkaukseen.":[56],"Ensinn\u00e4kin":[57],"t\u00e4ss\u00e4":[58],"ty\u00f6ss\u00e4":[59],"esitell\u00e4\u00e4n":[60,119],"SiME,":[61],"n\u00e4k\u00f6-kielimalleihin":[62],"ep\u00e4lineaarisiin":[64],"adaptereihin":[65],"perustuva":[66,154],"inkrementaalisen":[67],"kehys,":[69],"joka":[70,125,156],"parantaa":[71,116,144],"oppimistehokkuutta":[72],"osoittaa":[74],"adapteriyhteyksien":[75],"suorituskyvyn":[78,180],"v\u00e4lisen":[79],"ep\u00e4lineaarisen":[80],"suhteen.":[81],"Seuraavaksi":[82],"AVM":[83],"laajentaa":[84],"t\u00e4t\u00e4":[85],"l\u00e4hestymistapaa":[86],"neurotieteen":[87],"sovelluksiin":[88],"eriytt\u00e4m\u00e4ll\u00e4":[89],"vakaan":[90],"visuaalisen":[91],"koodauksen":[92],"tilannekohtaisen":[94],"moduloinnin":[95],"hiiren":[96],"V1-neuronivasteen":[97],"ennustamisessa.":[98],"ProP":[99],"puolestaan":[100],"ratkaisee":[101],"prompt-pohjaisten":[102],"menetelmien":[103],"avain\u2013arvo-mekanismiin":[104],"liittyvi\u00e4":[105],"teht\u00e4vien":[106],"v\u00e4lisi\u00e4":[107],"h\u00e4iri\u00f6it\u00e4":[108],"hy\u00f6dynt\u00e4m\u00e4ll\u00e4":[109],"avain\u2013arvo-vapaata":[110],"prompt-prototyyppirakennetta,":[111],"mik\u00e4":[112,143],"yksinkertaistaa":[113],"arkkitehtuuria":[114],"skaalautuvuutta.":[117,185],"Lis\u00e4ksi":[118],"CoRe,":[120],"paradigma,":[124],"siirt\u00e4\u00e4":[126],"hienos\u00e4\u00e4d\u00f6n":[127],"painopisteen":[128],"painoavaruudesta":[129],"esitysavaruuteen.":[130],"Kohdennettujen":[131],"interventioiden":[132],"avulla":[133],"CoRe":[134],"rajoittaa":[135],"esitysten":[136],"ajautumista":[137],"s\u00e4ilytt\u00e4\u00e4":[139],"tehokkaan":[140],"parametrien":[141],"k\u00e4yt\u00f6n,":[142],"stabiilisuuden":[145],"plastisuuden":[147],"v\u00e4list\u00e4":[148],"tasapainoa.":[149],"Lopuksi":[150],"esitet\u00e4\u00e4n":[151],"semanttiseen":[152],"reititykseen":[153],"SoLA-kehys,":[155],"suurten":[158],"kielimallien":[159],"tarkan":[160],"palautettavan":[162],"tiedon":[163,202],"muokkauksen":[164],"sek\u00e4":[165,181,200],"hallittavan":[166],"elinik\u00e4isen":[167],"muokkauksen.":[169],"Laajat":[170],"kokeet":[171],"useilla":[172],"vertailuaineistoilla":[173],"osoittavat,":[174],"ett\u00e4":[175],"ehdotetut":[176],"saavuttavat":[178],"kilpailukykyisen":[179],"parantavat":[182],"tehokkuutta":[183],"Kokonaisuudessaan":[186],"muodostaa":[189],"yhten\u00e4isen":[190],"n\u00e4k\u00f6kulman":[191],"perustamallien":[192],"jatkuvaan":[193],"sopeutumiseen":[194],"tarjoaa":[196],"n\u00e4kemyksi\u00e4":[197],"oppimiseen":[199],"hallittavaan":[201],"evoluutioon":[203],"kykenevien":[204],"kehitt\u00e4miseksi.":[206]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-09-10T00:00:00"}
