TERMIUM Plus®
The Government of Canada’s terminology and linguistic data bank.
LOW-SHOT LEARNING [1 record]
Record 1 - internal organization data 2024-05-14
Record 1, English
Record 1, Subject field(s)
- Artificial Intelligence
Record 1, Main entry term, English
- few-shot learning 1, record 1, English, few%2Dshot%20learning
Record 1, Abbreviations, English
Record 1, Synonyms, English
- low-shot learning 2, record 1, English, low%2Dshot%20learning
Record 1, Textual support, English
Record number: 1, Textual support number: 1 CONT
Few-shot learning is a concept in machine learning where the model is designed to learn and make accurate predictions or decisions based on a very limited amount of training data. Traditional machine learning models typically require large datasets to learn effectively. However, few-shot learning techniques enable AI models to generalize from a small number of examples, often just a handful or even a single instance. This approach is especially valuable in situations where collecting large datasets is impractical or impossible, such as specialized academic fields or rare languages. 3, record 1, English, - few%2Dshot%20learning
Record 1, French
Record 1, Domaine(s)
- Intelligence artificielle
Record 1, Main entry term, French
- apprentissage avec peu d'exemples
1, record 1, French, apprentissage%20avec%20peu%20d%27exemples
correct, masculine noun
Record 1, Abbreviations, French
Record 1, Synonyms, French
- apprentissage à partir de peu d'exemples 2, record 1, French, apprentissage%20%C3%A0%20partir%20de%20peu%20d%27exemples
masculine noun
- apprentissage en quelques coups 3, record 1, French, apprentissage%20en%20quelques%20coups
masculine noun
Record 1, Textual support, French
Record number: 1, Textual support number: 1 DEF
Méthode ou modèle d'apprentissage [qui permet d'apprendre] une nouvelle tâche à partir d'un petit nombre d'exemples ou [de] données d'apprentissage spécifiques. 2, record 1, French, - apprentissage%20avec%20peu%20d%27exemples
Record number: 1, Textual support number: 1 CONT
L'expression «apprentissage en quelques coups» n'est en fait qu'un type d'apprentissage utilisant très peu d'exemples de formation. 3, record 1, French, - apprentissage%20avec%20peu%20d%27exemples
Record 1, Spanish
Record 1, Textual support, Spanish
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