Portrait of Yann Pequignot

Yann Pequignot

Collaborating researcher - Université Laval
Supervisor
Research Topics
Deep Learning
Explainable AI (XAI)
Machine Learning Theory
Reinforcement Learning

Publications

Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
Jonas Ngnaw'e
Frederic Precioso
GROOD: Gradient-Aware Out-of-Distribution Detection
Mostafa ElAraby
Paul Novello