{"id":"https://openalex.org/W7164832094","doi":"https://doi.org/10.1007/s11263-026-02913-0","title":"Unlocking In-Context Learning for Natural Datasets Across Modalities","display_name":"Unlocking In-Context Learning for Natural Datasets Across Modalities","publication_year":2026,"publication_date":"2026-06-15","ids":{"openalex":"https://openalex.org/W7164832094","doi":"https://doi.org/10.1007/s11263-026-02913-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11263-026-02913-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11263-026-02913-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11263-026-02913-0.pdf","source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11263-026-02913-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119901254","display_name":"Jelena Bratuli\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jelena Bratuli\u0107","raw_affiliation_strings":["Computer Vision Group, University of Freiburg, Freiburg, Germany"],"raw_orcid":"https://orcid.org/0009-0007-2835-4168","affiliations":[{"raw_affiliation_string":"Computer Vision Group, University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102749577","display_name":"Sudhanshu Mittal","orcid":"https://orcid.org/0000-0002-7809-8058"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sudhanshu Mittal","raw_affiliation_strings":["Computer Vision Group, University of Freiburg, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Vision Group, University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030083876","display_name":"David T. Hoffmann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117523","display_name":"Samsung (United Kingdom)","ror":"https://ror.org/01w6gjq94","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210117523"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David T. Hoffmann","raw_affiliation_strings":["AI Centre, Samsung Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Centre, Samsung Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I4210117523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121808131","display_name":"Samuel B\u00f6hm","orcid":null},"institutions":[{"id":"https://openalex.org/I2801240073","display_name":"University Medical Center Freiburg","ror":"https://ror.org/03vzbgh69","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2801240073"]},{"id":"https://openalex.org/I4210137496","display_name":"Iomedico (Germany)","ror":"https://ror.org/03j5af397","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210137496"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samuel B\u00f6hm","raw_affiliation_strings":["Neuromedical A.I. Lab, Medical Center \u2013 University of Freiburg, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuromedical A.I. Lab, Medical Center \u2013 University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I2801240073","https://openalex.org/I4210137496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018131113","display_name":"Robin Tibor Schirrmeister","orcid":"https://orcid.org/0000-0002-5518-7445"},"institutions":[{"id":"https://openalex.org/I2801240073","display_name":"University Medical Center Freiburg","ror":"https://ror.org/03vzbgh69","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2801240073"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robin Tibor Schirrmeister","raw_affiliation_strings":["Medical Physics, Medical Center \u2013 University of Freiburg, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Physics, Medical Center \u2013 University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I2801240073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049330818","display_name":"Tonio Ball","orcid":"https://orcid.org/0000-0002-4993-466X"},"institutions":[{"id":"https://openalex.org/I2801240073","display_name":"University Medical Center Freiburg","ror":"https://ror.org/03vzbgh69","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2801240073"]},{"id":"https://openalex.org/I4210137496","display_name":"Iomedico (Germany)","ror":"https://ror.org/03j5af397","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210137496"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tonio Ball","raw_affiliation_strings":["Neuromedical A.I. Lab, Medical Center \u2013 University of Freiburg, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuromedical A.I. Lab, Medical Center \u2013 University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I2801240073","https://openalex.org/I4210137496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083153177","display_name":"Christian Rupprecht","orcid":"https://orcid.org/0000-0003-3994-8045"},"institutions":[{"id":"https://openalex.org/I2802123492","display_name":"Oxford Research Group","ror":"https://ror.org/00z4w4f29","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2802123492"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christian Rupprecht","raw_affiliation_strings":["Visual Geometry Group, University of Oxford, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Visual Geometry Group, University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I2802123492","https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5138666521","display_name":"Thomas Brox","orcid":null},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Brox","raw_affiliation_strings":["Computer Vision Group, University of Freiburg, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Vision Group, University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5119901254"],"corresponding_institution_ids":["https://openalex.org/I161046081"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":{"value":2890,"currency":"EUR","value_usd":3690},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.9265824,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"134","issue":"7","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":0.44749999046325684,"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":0.44749999046325684,"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":0.2290000021457672,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.03620000183582306,"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/modalities","display_name":"Modalities","score":0.8029000163078308},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6413999795913696},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6019999980926514},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5631999969482422},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.48840001225471497},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4706000089645386},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4239000082015991},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4221000075340271},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.3953999876976013}],"concepts":[{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.8029000163078308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.777400016784668},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6413999795913696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6331999897956848},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6019999980926514},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5631999969482422},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.545799970626831},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.48840001225471497},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4706000089645386},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4239000082015991},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4221000075340271},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.3953999876976013},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.36169999837875366},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.3546000123023987},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.35280001163482666},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.3490999937057495},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3481000065803528},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3456000089645386},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3382999897003174},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.3262999951839447},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.27320000529289246},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2680000066757202},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.2574000060558319}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11263-026-02913-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11263-026-02913-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11263-026-02913-0.pdf","source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"},{"id":"pmh:oai:freidok.uni-freiburg.de:284040","is_oa":false,"landing_page_url":"https://freidok.uni-freiburg.de/data/284040","pdf_url":null,"source":{"id":"https://openalex.org/S4306401057","display_name":"FreiDok plus (Universit\u00e4tsbibliothek Freiburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I161046081","host_organization_name":"University of Freiburg","host_organization_lineage":["https://openalex.org/I161046081"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International journal of computer vision. - 134, 7 (2026) , 317, ISSN: 1573-1405","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s11263-026-02913-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11263-026-02913-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11263-026-02913-0.pdf","source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7576097249984741,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2320638626","display_name":"Deep Learning Rechencluster (Teilfinanzierung)","funder_award_id":"539134284","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5212067111","display_name":"Deep Learning Cluster","funder_award_id":"417962828","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5977574171","display_name":null,"funder_award_id":"SFB 1597","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8615871816","display_name":"SFB 1597: Small Data","funder_award_id":"499552394","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7164832094.pdf","grobid_xml":"https://content.openalex.org/works/W7164832094.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1980208701","https://openalex.org/W2047643928","https://openalex.org/W2108598243","https://openalex.org/W2119163516","https://openalex.org/W2162800060","https://openalex.org/W2194321275","https://openalex.org/W2194775991","https://openalex.org/W2250539671","https://openalex.org/W2519661665","https://openalex.org/W2741907166","https://openalex.org/W2972324944","https://openalex.org/W3090750729","https://openalex.org/W3122241445","https://openalex.org/W3172631821","https://openalex.org/W3210277894","https://openalex.org/W4287891464","https://openalex.org/W4382812356","https://openalex.org/W4385569785","https://openalex.org/W4385571358","https://openalex.org/W4385571886","https://openalex.org/W4385573636","https://openalex.org/W4386076112","https://openalex.org/W4388778348","https://openalex.org/W4389518781","https://openalex.org/W4389520103","https://openalex.org/W4402660160","https://openalex.org/W4402670305","https://openalex.org/W4402671603","https://openalex.org/W4402727536","https://openalex.org/W4403003069","https://openalex.org/W4404584849","https://openalex.org/W4406170795","https://openalex.org/W4408389011","https://openalex.org/W4409014148","https://openalex.org/W4412945033","https://openalex.org/W4415797352","https://openalex.org/W4415799057","https://openalex.org/W7133184063","https://openalex.org/W7133195599","https://openalex.org/W7133196460","https://openalex.org/W7133209511","https://openalex.org/W7133240241","https://openalex.org/W7133242526","https://openalex.org/W7154508810"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Large":[1],"Language":[2],"Models":[3],"(LLMs)":[4],"exhibit":[5],"In-Context":[6],"Learning":[7],"(ICL),":[8],"which":[9],"enables":[10],"the":[11,20,24,28,63,75,78,89,114,127,134,137,142,169],"model":[12],"to":[13,174],"perform":[14],"new":[15],"tasks":[16,39],"conditioning":[17],"only":[18],"on":[19,152],"examples":[21,178],"provided":[22],"in":[23,59,88,107,112],"context":[25],"without":[26],"updating":[27],"model\u2019s":[29],"weights.":[30],"While":[31],"ICL":[32,66,108,128,153,157],"offers":[33],"fast":[34],"adaptation":[35],"across":[36,159],"natural":[37],"language":[38],"and":[40,70,104,121,167,183],"domains,":[41],"its":[42],"emergence":[43,64,143],"is":[44,191],"less":[45],"straightforward":[46],"for":[47,67,81,97,141,164],"modalities":[48,72],"beyond":[49],"text.":[50],"In":[51],"this":[52],"work,":[53],"we":[54,132,155],"systematically":[55],"uncover":[56],"properties":[57],"present":[58],"LLMs":[60],"that":[61],"support":[62],"of":[65,77,117,136,144,171,179],"autoregressive":[68],"models":[69],"various":[71,160],"by":[73,147],"promoting":[74],"learning":[76,129],"mechanisms":[79],"needed":[80],"ICL.":[82,98,145],"We":[83,110],"identify":[84],"exact":[85],"token":[86,124],"repetitions":[87,100,125],"training":[90,115,138],"data":[91,119],"sequences":[92,120],"as":[93],"an":[94],"important":[95],"factor":[96],"Such":[99],"further":[101],"improve":[102],"stability":[103],"reduce":[105],"transiency":[106],"performance.":[109],"analyse":[111],"detail":[113],"dynamics":[116],"such":[118],"explain":[122],"how":[123],"enhance":[126],"mechanisms.":[130],"Moreover,":[131],"emphasise":[133],"importance":[135],"task":[139],"difficulty":[140],"Finally,":[146],"applying":[148],"our":[149,172],"novel":[150],"insights":[151,173],"emergence,":[154],"unlock":[156],"capabilities":[158],"visual":[161],"datasets":[162],"used":[163],"few-shot":[165],"classification,":[166,182],"confirm":[168],"generalisability":[170],"much":[175],"harder":[176],"real-world":[177],"large-scale":[180],"object":[181],"a":[184],"more":[185],"challenging":[186],"EEG":[187],"classification":[188],"task.":[189],"Code":[190],"available":[192],"at":[193],"https://github.com/jelenab98/unlocking_icl":[194]},"counts_by_year":[],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2026-06-16T00:00:00"}
