TERMIUM Plus®
From: Translation Bureau
On social media
Consult the Government of Canada’s terminology data bank.
APPRENTISSAGE AUTO-SUPERVISE [1 record]
Record 1 - internal organization data 2025-03-20
Record 1, English
Record 1, Subject field(s)
- Artificial Intelligence
Record 1, Main entry term, English
- self-supervised learning
1, record 1, English, self%2Dsupervised%20learning
correct, noun
Record 1, Abbreviations, English
- SSL 2, record 1, English, SSL
correct, noun
Record 1, Synonyms, English
- self-supervised machine learning 3, record 1, English, self%2Dsupervised%20machine%20learning
correct, noun, less frequent
Record 1, Textual support, English
Record number: 1, Textual support number: 1 OBS
In self-supervised learning, the AI model generates data labels or other types of supervisory signals by itself based on the underlying structure of the data, their inherent characteristics and the relationships between them. It can therefore train itself to perform a given task using these self-generated labels or supervisory signals without any human-provided guidance on the expected output. 4, record 1, English, - self%2Dsupervised%20learning
Record number: 1, Textual support number: 2 OBS
Labels generated by the model itself are often called "pseudo-labels" because, while they are useful, they are likely to be less reliable than human-provided labels. 4, record 1, English, - self%2Dsupervised%20learning
Record 1, Key term(s)
- IAGENAI25
- 1102543
Record 1, French
Record 1, Domaine(s)
- Intelligence artificielle
Record 1, Main entry term, French
- apprentissage autosupervisé
1, record 1, French, apprentissage%20autosupervis%C3%A9
correct, masculine noun
Record 1, Abbreviations, French
Record 1, Synonyms, French
- apprentissage auto-supervisé 2, record 1, French, apprentissage%20auto%2Dsupervis%C3%A9
correct, see observation, masculine noun
Record 1, Textual support, French
Record number: 1, Textual support number: 1 OBS
En apprentissage autosupervisé, le modèle d'IA génère lui-même des étiquettes de données ou d'autres types de signaux de supervision en se fondant sur la structure sous-jacente des données, leurs caractéristiques intrinsèques et les relations qui les unissent. Il peut ainsi s'entraîner à réaliser une tâche donnée à l'aide de ses propres étiquettes ou signaux de supervision sans qu'un humain ait indiqué ce qui doit être produit en sortie. 3, record 1, French, - apprentissage%20autosupervis%C3%A9
Record number: 1, Textual support number: 2 OBS
Les étiquettes générées par le modèle lui-même sont souvent appelées «pseudo-étiquettes» parce que, bien qu'elles soient utiles, elles sont susceptibles d'être moins fiables que les étiquettes fournies par un humain. 3, record 1, French, - apprentissage%20autosupervis%C3%A9
Record number: 1, Textual support number: 3 OBS
apprentissage auto-supervisé : Même si cette graphie est courante, les mots construits avec le préfixe «auto-» s'écrivent en principe sans trait d'union, sauf lorsque l'élément qui suit le préfixe commence par les voyelles «i» ou «u». 3, record 1, French, - apprentissage%20autosupervis%C3%A9
Record 1, Spanish
Record 1, Textual support, Spanish
Copyright notice for the TERMIUM Plus® data bank
© Public Services and Procurement Canada, 2026
TERMIUM Plus®, the Government of Canada's terminology and linguistic data bank
A product of the Translation Bureau
Features
GCtranslate (available on the Government of Canada network only)
Use this artificial intelligence prototype to translate Government of Canada content up to and including Protected B. Available to employees of selected departments and agencies only.
Writing tools
The Language Portal’s writing tools have a new look! Easy to consult, they give you access to a wealth of information that will help you write better in English and French.
Glossaries and vocabularies
Access Translation Bureau glossaries and vocabularies.
- Date Modified: