@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix dc: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<http://data.loterre.fr/ark:/67375/8LP> a owl:Ontology, skos:ConceptScheme .
<http://data.loterre.fr/ark:/67375/8LP-ZPN7F7DW-V>
  skos:hiddenLabel "Apprentissage par contraste"@fr, "Contrastive learning"@en ;
  skos:prefLabel "apprentissage par contraste"@fr, "contrastive learning"@en ;
  skos:inScheme <http://data.loterre.fr/ark:/67375/8LP> ;
  skos:definition "A self-supervised paradigm where a model is trained to learn useful representations of input data by contrasting similar and dissimilar samples. (Aswath et al., Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey, in Medical Image Analysis, 2023)"@en, "Apprentissage non supervisé qui consiste à rapprocher les données similaires et à éloigner les données non similaires. (Data Franca)"@fr ;
  dc:modified "2024-05-14T10:30:32"^^xsd:dateTime ;
  skos:broader <http://data.loterre.fr/ark:/67375/8LP-F8Z6PGWF-Q> ;
  skos:exactMatch <https://www.wikidata.org/wiki/Q118151690> ;
  a skos:Concept ;
  skos:example "Contrastive learning has been extensively studied in sentence embedding learning which assumes that the embeddings of different views of the same sentence are closer. (Wu, Gao, Lin, Han, Wang & Hu, 2022)"@en .

<http://data.loterre.fr/ark:/67375/8LP-F8Z6PGWF-Q>
  skos:prefLabel "apprentissage auto-supervisé"@fr, "self-supervised learning"@en ;
  a skos:Concept ;
  skos:narrower <http://data.loterre.fr/ark:/67375/8LP-ZPN7F7DW-V> .