Value proposition

The world's largest academic research center in deep learning.

Founded by Professor Yoshua Bengio of the University of Montreal, Mila is a research institute in artificial intelligence that now brings together over 1,200 specialized researchers in machine learning. Based in Montreal, Mila’s mission is to be a global center for scientific advancements that inspire innovation and the growth of AI for the benefit of all. Mila is a globally recognized non-profit organization for its significant contributions to deep learning, especially in the fields of language modeling, automatic translation, object recognition, and generative models.

Scientific Mission:

Understanding of fundamental principles
Supervised learning and pattern recognition
Unsupervised and semi-supervised learning
Representation learning, and deep learning of representations
Computer vision applications
Applications in natural language processing
Applications in modelling signals such as speech
Applications to healthcare
Applications on large scale data (big data)

Intelligence artificielle, Apprentissage profond, Apprentissage par renforcement, Causalité, Théorie de l'apprentissage automatique, Traitement du langage naturel, Optimisation, Généralisation hors-distribution, Apprentissage de représentations, Apprentissage multimodal, IA responsable, Artificial Intelligence, Deep Learning, Reinforcement Learning, Causality, Machine Learning Theory, Natural Language Processing, Optimization, Out-of-Distribution Generalization, Representation Learning, Multimodal Learning, and Responsible AI