1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CV2024★ 1 cited
Feature Density Estimation for Out-of-Distribution Detection via Normalizing Flows
Evan D. Cook, Marc-Antoine Lavoie, Steven L. Waslander
Out-of-distribution (OOD) detection is a critical task for safe deployment of learning systems in the open world setting. In this work, we investigate the use of feature density es…
cs.CV2023
Class Instance Balanced Learning for Long-Tailed Classification
Marc-Antoine Lavoie, Steven Waslander
The long-tailed image classification task remains important in the development of deep neural networks as it explicitly deals with large imbalances in the class frequencies of the…