Yann Pequignot

According to our database, Yann Pequignot authored at least 14 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

A Guide to Robust Generalization: The Impact of Architecture, Pre-training, and Optimization Strategy.

Maxime Heuillet, Rishika Bhagwatkar, Jonas Ngnawé, Yann Pequignot, Alexandre Larouche, Christian Gagné, Irina Rish, Ola Ahmad, Audrey Durand

CoRR, August, 2025

A Layer Selection Approach to Test Time Adaptation.

Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawé, Yann Batiste Pequignot, Frédéric Precioso, Christian Gagné

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Improving Out-of-Distribution Detection by Combining Existing Post-hoc Methods.

Paul Novello, Yannick Prudent, Joseba Dalmau, Corentin Friedrich, Yann Pequignot

CoRR, 2024

TrackPGD: A White-box Attack using Binary Masks against Robust Transformer Trackers.

Fatemeh Nourilenjan Nokabadi, Yann Batiste Pequignot, Jean-François Lalonde, Christian Gagné

CoRR, 2024

Layerwise Early Stopping for Test Time Adaptation.

Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawé, Yann Pequignot, Frédéric Precioso, Christian Gagné

CoRR, 2024

Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers.

Jonas Ngnawé, Sabyasachi Sahoo, Yann Pequignot, Frédéric Precioso, Christian Gagné

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Tackling the XAI Disagreement Problem with Regional Explanations.

Gabriel Laberge, Yann Batiste Pequignot, Mario Marchand, Foutse Khomh

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set.

Gabriel Laberge, Yann Pequignot, Alexandre Mathieu, Foutse Khomh, Mario Marchand

J. Mach. Learn. Res., 2023

GROOD: GRadient-aware Out-Of-Distribution detection in interpolated manifolds.

Mostafa ElAraby, Sabyasachi Sahoo, Yann Pequignot, Paul Novello, Liam Paull

CoRR, 2023

2022

Understanding Interventional TreeSHAP : How and Why it Works.

Gabriel Laberge, Yann Pequignot

CoRR, 2022

How to certify machine learning based safety-critical systems? A systematic literature review.

Florian Tambon, Gabriel Laberge, Le An, Amin Nikanjam, Paulina Stevia Nouwou Mindom, Yann Pequignot, Foutse Khomh, Giulio Antoniol, Ettore Merlo, François Laviolette

Autom. Softw. Eng., 2022

2021

Partial order: Finding Consensus among Uncertain Feature Attributions.

Gabriel Laberge, Yann Pequignot, Foutse Khomh, Mario Marchand, Alexandre Mathieu

CoRR, 2021

2020

Implicit Variational Inference: the Parameter and the Predictor Space.

Yann Pequignot, Mathieu Alain, Patrick Dallaire, Alireza Yeganehparast, Pascal Germain, Josée Desharnais, François Laviolette

CoRR, 2020

2015

A Wadge hierarchy for second countable spaces.

Yann Pequignot

Arch. Math. Log., 2015