TERMIUM Plus®
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UNSUPERVISED PRE-TRAINING [2 records]
Record 1 - internal organization data 2026-02-26
Record 1, English
Record 1, Subject field(s)
- Artificial Intelligence
Record 1, Main entry term, English
- rectified linear unit
1, record 1, English, rectified%20linear%20unit
correct, noun
Record 1, Abbreviations, English
- ReLU 1, record 1, English, ReLU
correct, noun
Record 1, Synonyms, English
- rectifier linear unit 1, record 1, English, rectifier%20linear%20unit
correct, noun
- ReLU 1, record 1, English, ReLU
correct, noun
- ReLU 1, record 1, English, ReLU
Record 1, Textual support, English
Record number: 1, Textual support number: 1 CONT
ReLUs were first successfully used for deep feedforward networks..., achieving for the first time the ability to train fairly deep supervised networks without the need for unsupervised pre-training, and this turned out to be an important component in the 2012 object recognition breakthrough with deep convolutional networks... 1, record 1, English, - rectified%20linear%20unit
Record 1, French
Record 1, Domaine(s)
- Intelligence artificielle
Record 1, Main entry term, French
- unité de rectification linéaire
1, record 1, French, unit%C3%A9%20de%20rectification%20lin%C3%A9aire
correct, feminine noun
Record 1, Abbreviations, French
- ReLU 1, record 1, French, ReLU
correct, feminine noun
Record 1, Synonyms, French
- unité linéaire rectifiée 1, record 1, French, unit%C3%A9%20lin%C3%A9aire%20rectifi%C3%A9e
correct, feminine noun
- ReLU 1, record 1, French, ReLU
correct, feminine noun
- ReLU 1, record 1, French, ReLU
Record 1, Textual support, French
Record number: 1, Textual support number: 1 CONT
Les unités de rectification linéaire [...] sont faciles à optimiser parce qu'elles sont très similaires aux unités linéaires. La seule différence entre une unité linéaire et une unité linéaire rectifiée est qu'une unité linéaire rectifiée renvoie zéro sur la moitié de son domaine. Ceci implique que les dérivées d'une unité linéaire rectifiée restent grandes chaque fois que l'unité est active. 1, record 1, French, - unit%C3%A9%20de%20rectification%20lin%C3%A9aire
Record 1, Spanish
Record 1, Campo(s) temático(s)
- Inteligencia artificial
Record 1, Main entry term, Spanish
- unidad lineal rectificada
1, record 1, Spanish, unidad%20lineal%20rectificada
correct, feminine noun
Record 1, Abbreviations, Spanish
- ReLU 1, record 1, Spanish, ReLU
correct, feminine noun
Record 1, Synonyms, Spanish
Record 1, Textual support, Spanish
Record number: 1, Textual support number: 1 CONT
La función ReLU activa un nodo solo si la entrada está por encima de cero. Si la entrada está por debajo de cero, la salida siempre es cero. 1, record 1, Spanish, - unidad%20lineal%20rectificada
Record 2 - internal organization data 2025-09-16
Record 2, English
Record 2, Subject field(s)
- Artificial Intelligence
Record 2, Main entry term, English
- unsupervised pre-training
1, record 2, English, unsupervised%20pre%2Dtraining
correct, noun
Record 2, Abbreviations, English
Record 2, Synonyms, English
- unsupervised pretraining 2, record 2, English, unsupervised%20pretraining
correct, noun
Record 2, Textual support, English
Record number: 2, Textual support number: 1 OBS
In unsupervised pre-training, the machine learning model is trained on a general set of unlabelled data. Once the model has been pre-trained, it is ready to be trained further for a specific task. 3, record 2, English, - unsupervised%20pre%2Dtraining
Record 2, French
Record 2, Domaine(s)
- Intelligence artificielle
Record 2, Main entry term, French
- préentraînement non supervisé
1, record 2, French, pr%C3%A9entra%C3%AEnement%20non%20supervis%C3%A9
correct, masculine noun
Record 2, Abbreviations, French
Record 2, Synonyms, French
- préentrainement non supervisé 2, record 2, French, pr%C3%A9entrainement%20non%20supervis%C3%A9
correct, masculine noun
- pré-entraînement non supervisé 3, record 2, French, pr%C3%A9%2Dentra%C3%AEnement%20non%20supervis%C3%A9
correct, masculine noun
- pré-entrainement non supervisé 4, record 2, French, pr%C3%A9%2Dentrainement%20non%20supervis%C3%A9
correct, masculine noun
Record 2, Textual support, French
Record number: 2, Textual support number: 1 OBS
Dans le cas du pré-entraînement non supervisé, le modèle d'apprentissage automatique est entraîné au moyen d'un ensemble de données non étiquetées de nature générale. Après le préentraînement, le modèle est prêt à recevoir un entraînement supplémentaire visant à lui permettre de réaliser une tâche précise. 2, record 2, French, - pr%C3%A9entra%C3%AEnement%20non%20supervis%C3%A9
Record number: 2, Textual support number: 2 OBS
pré-entraînement non supervisé; pré-entrainement non supervisé : Même si ces formes sont courantes, les mots construits avec le préfixe «pré-» s'écrivent en principe sans trait d'union. 2, record 2, French, - pr%C3%A9entra%C3%AEnement%20non%20supervis%C3%A9
Record 2, Spanish
Record 2, Textual support, Spanish
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