Borealis AI

@UCYgO8AT3rKH0nnAwu64JDyw - 605 subscribers

Borealis AI is the R&D arm of the Royal Bank of Canada. We're dedicated to empowering curiosity-based research in machine learning to help solve intelligence. Based in Toronto, Edmonton, Montreal, Vancouver and Waterloo our areas of research include reinforcement learning, natural language processing, deep learning, graph mining, Bayesian nonparametrics, and unsupervised learning.

Home Videos Live Playlists

ICML 2024 - Flora: Low-Rank Adapters Are Secretly Gradient Compressors

ICML 2024 - Flora: Low-Rank Adapters Are Secretly Gradient Compressors Borealis AI

235 views - 1 year ago

ICML 2024 - Memory Efficient Neural Processes via Constant Memory Attention Block

ICML 2024 - Memory Efficient Neural Processes via Constant Memory Attention Block Borealis AI

119 views - 1 year ago

CVPR 2023 Publication - Ranking Regularization for Critical Rare Classes

CVPR 2023 Publication - Ranking Regularization for Critical Rare Classes Borealis AI

82 views - 2 years ago

Prof. Kristian Kersting on Deep Machines That Know When They Do Not Know

Prof. Kristian Kersting on Deep Machines That Know When They Do Not Know Borealis AI

345 views - 5 years ago

Dr. Jakob Foerster on Self-Play and Zero-Shot Coordination in Hanabi

Dr. Jakob Foerster on Self-Play and Zero-Shot Coordination in Hanabi Borealis AI

806 views - 5 years ago

Prof. Pascal Poupart on Unsupervised Video Object Segmentation for Deep Reinforcement Learning

Prof. Pascal Poupart on Unsupervised Video Object Segmentation for Deep Reinforcement Learning Borealis AI

365 views - 6 years ago

Xiaodan Zhu on Several Deep Learning Models for Reasoning in Natural Language

Xiaodan Zhu on Several Deep Learning Models for Reasoning in Natural Language Borealis AI

368 views - 6 years ago

Han Zhao on Learning Neural Networks with Adaptive Regularization

Han Zhao on Learning Neural Networks with Adaptive Regularization Borealis AI

329 views - 6 years ago

Ms. Pacman Domain Highlights

Ms. Pacman Domain Highlights Borealis AI

312 views - 6 years ago

Greg Mori takes you on a tour of Borealis AI's Vancouver research centre

Greg Mori takes you on a tour of Borealis AI's Vancouver research centre Borealis AI

2.8K views - 6 years ago

Ioannis Mitliagkas on studying momentum dynamics for faster training & better scaling

Ioannis Mitliagkas on studying momentum dynamics for faster training & better scaling Borealis AI

587 views - 7 years ago

Pommerman Team Borealis AI

437 views - 7 years ago

Pommerman skynet955 against simple agent

Pommerman skynet955 against simple agent Borealis AI

391 views - 7 years ago

Pommerman Against Static

Pommerman Against Static Borealis AI

132 views - 7 years ago

Pommerman Exploit Simple Agent

Pommerman Exploit Simple Agent Borealis AI

522 views - 7 years ago

Mohammad Norouzi on sequence prediction meets reinforcement learning

Mohammad Norouzi on sequence prediction meets reinforcement learning Borealis AI

1.3K views - 7 years ago

Northern Frontier: In conversation with Abhishek Gupta

Northern Frontier: In conversation with Abhishek Gupta Borealis AI

2.1K views - 7 years ago

David Cox on the relationship between neuroscience and machine learning

David Cox on the relationship between neuroscience and machine learning Borealis AI

1.2K views - 7 years ago

Borealis AI Montreal Lab Launch Party

Borealis AI Montreal Lab Launch Party Borealis AI

573 views - 7 years ago

Take a tour of our Montreal research centre

Take a tour of our Montreal research centre Borealis AI

1.1K views - 7 years ago

Northern Frontier: In conversation with Prof. Graham Taylor

Northern Frontier: In conversation with Prof. Graham Taylor Borealis AI

769 views - 7 years ago

Northern Frontier: In conversation with Prof. Sanja Fidler

Northern Frontier: In conversation with Prof. Sanja Fidler Borealis AI

6.8K views - 7 years ago

Karolina Dziugaite on Nonvacuous Generalization Bounds for Deep Neural Networks via PAC-Bayes

Karolina Dziugaite on Nonvacuous Generalization Bounds for Deep Neural Networks via PAC-Bayes Borealis AI

1.3K views - 7 years ago

Northern Frontier: In conversation with Prof. Balaraman Ravindran

Northern Frontier: In conversation with Prof. Balaraman Ravindran Borealis AI

7K views - 7 years ago

Northern Frontier: In conversation with Prof. Martha White

Northern Frontier: In conversation with Prof. Martha White Borealis AI

5.1K views - 7 years ago

Prof. Pascal Poupart on Structured Learning in Deep Learning

Prof. Pascal Poupart on Structured Learning in Deep Learning Borealis AI

649 views - 7 years ago

Northern Frontier: In conversation with Prof. Marcus Brubaker

Northern Frontier: In conversation with Prof. Marcus Brubaker Borealis AI

696 views - 7 years ago

Northern Frontier: In conversation with Prof. Jackie Cheung

Northern Frontier: In conversation with Prof. Jackie Cheung Borealis AI

1.2K views - 8 years ago

Greg Mori on deep structured models for human activity recognition

Greg Mori on deep structured models for human activity recognition Borealis AI

850 views - 8 years ago

Where Else in the World Would You Go For Machine Learning?

Where Else in the World Would You Go For Machine Learning? Borealis AI

2.8K views - 8 years ago

Northern Frontier: In conversation with Prof. Tamara Broderick

Northern Frontier: In conversation with Prof. Tamara Broderick Borealis AI

3.3K views - 8 years ago

Pascal Poupart and Marcus Brubaker join Borealis AI

Pascal Poupart and Marcus Brubaker join Borealis AI Borealis AI

562 views - 8 years ago

Borealis AI hosts U of T DCSIL's AI WEEK opening night party

Borealis AI hosts U of T DCSIL's AI WEEK opening night party Borealis AI

244 views - 8 years ago

Borealis AI official launch party

Borealis AI official launch party Borealis AI

673 views - 8 years ago

Borealis AI lab tour

Borealis AI lab tour Borealis AI

2.4K views - 8 years ago

Borealis AI Research Prize 2017: Meet Our Winners

Borealis AI Research Prize 2017: Meet Our Winners Borealis AI

205 views - 8 years ago