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Cutting Edge Machine Learning.
Vast Computational Power.
Massive Data.
We research and we build.

Publications

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Towers of Saliency: A Reinforcement Learning Visualization Using Immersive Environments
Authors: N. Douglas, D. Yim, B. Kartal , P. Hernandez-Leal , M. E. Taylor , F. Maurer

Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces
Authors: B. Wang, N. Hegde

LayoutVAE: Stochastic Scene Layout Generation from a Label Set
Authors: A. A. Jyothi , T. Durand , J. He, L. Sigal , G. Mori

Similarity-Preserving Knowledge Distillation
Authors: F. Tung , G. Mori

Lifelong GAN: Continual Learning for Conditional Image Generation
Authors: *M. Zhai, *L. Chen, F. Tung , J. He, M. Nawhal, G. Mori
* Denotes equal contribution

On Hard Exploration for Reinforcement Learning: a Case Study in Pommerman
Authors: C. Gao, B. Kartal , P. Hernandez-Leal , M. E. Taylor
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Updates

Tutorial #2: few-shot learning and meta-learning I
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Mila receives funding, support from Borealis AI for climate change project
Press

On the effectiveness of low frequency adversarial perturbations
Blog

Tutorial #1: bias and fairness in AI
Blog

Borealis AI supports new Korbit online course powered by AI tutor
Blog

Understanding XLNet
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