# OnCo record transfer-learning (term). Data CC BY-NC 4.0, attribute "Data from OnCo (onco.cc)". Whole corpus: https://onco.cc/api/v1/onco.nt
@prefix schema: <https://schema.org/> .
@prefix onco: <https://onco.cc/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://onco.cc/terms/transfer-learning/>
  a schema:DefinedTerm ;
  onco:kind "term" ;
  schema:identifier "transfer-learning" ;
  schema:name "Transfer learning and the low-label regime"@en ;
  schema:alternateName "transfer learning"@en, "low-label regime"@en, "few labels"@en, "label-efficient"@en, "data-efficient learning"@en, "few-shot fine-tuning"@en ;
  schema:description "Transfer learning reuses what a model learned on one task or dataset to do better on a related task with few labels, the situation for almost every cancer outcome."@en ;
  schema:url <https://onco.cc/terms/transfer-learning/> ;
  schema:dateModified "2026-09-24"^^xsd:date ;
  schema:sameAs <https://en.wikipedia.org/wiki/Transfer_learning> ;
  schema:citation <https://en.wikipedia.org/wiki/Transfer_learning> ;
  onco:tag "cansim-terms" ;
  onco:related <https://onco.cc/terms/cancer-ai-vocabulary/> ;
  onco:terms <https://onco.cc/terms/self-supervised-pretraining/>, <https://onco.cc/terms/fine-tuning-vs-frozen/>, <https://onco.cc/terms/zero-shot/> .