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Towards Better Selective Classification

Gumbel-Softmax Selective Networks

Training a Vision Transformer from scratch in less than 24 hours with 1 GPU

RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression

Learning User Representations for Open Vocabulary Image Hashtag Prediction

Computer Vision, Learning And Generalization

Generating Videos of Zero-Shot Compositions of Actions and Objects

Computer Vision

Noise Flow: Noise Modeling with Conditional Normalizing Flows

Computer Vision, Generative Models

Similarity-Preserving Knowledge Distillation

Computer Vision, Learning And Generalization

LayoutVAE: Stochastic Scene Layout Generation from a Label Set

Computer Vision, Generative Models

Lifelong GAN: Continual Learning for Conditional Image Generation

Generative Models, Learning And Generalization

Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting

Adaptive Models of Non-Stationary Dynamics in Capital Markets

Self-supervised Learning in Time-Series Forecasting — A Contrastive Learning Approach

Learning And Generalization, Time series Modelling

Borealis AI at the Neural Information Processing Systems (NeurIPS) Conference 2022

NeurIPS 2022 Recommended Reading List

Feature Importance and Explainability

What you need to know about our top 5 research papers at CVPR 2022

Computer Vision

Our Recommended CVPR 2022 Reading List

How Computer Vision is used in financial services

PUMA: Performance Unchanged Model Augmentation for Training Data Removal

Computer Vision

Heterogeneous Multi-task Learning with Expert Diversity

Computer Vision, Natural Language Processing, Reinforcement Learning

Tutorial #17: Transformers III Training

Natural Language Processing

2022 Report: Canadian businesses’ use of AI

Driving Innovation in Financial Services: Borealis AI’s Research Areas of Focus

RESPECT AI: What is fair? And can we measure it?

Responsible AI

AI as a Personal Banker

Borealis AI Graduate Fellowships - The Class of 2020

Borealis AI Announces the Fellows of 2020

Borealis AI supports MILA research on visualization of climate change

Simon Prince, Layla El Asri boost NLP focus in our Montreal research centre

Kathryn Hume joins Borealis AI leadership team

RBC Foundation supports advancing ethical AI with $1 million commitment to CIFAR

Northern Frontier: In conversation with Prof. Sanja Fidler

Borealis AI expands lab network into Vancouver