Block Distributed 3MG Algorithm and its Application to 3D Image Restoration. - Mathieu Chalvidal; Emilie Chouzenoux (ICIP, 2020)

Block Distributed Majorize-Minimize Memory Gradient Algorithm and its application to 3D image restoration. - Mathieu Chalvidal; Emilie Chouzenoux (CoRR, 2020)

Neural Optimal Control for Representation Learning. - Mathieu Chalvidal; Matthew Ricci; Rufin VanRullen; Thomas Serre (CoRR, 2020)

Go with the flow: Adaptive control for Neural ODEs. - Mathieu Chalvidal; Matthew Ricci; Rufin VanRullen; Thomas Serre (ICLR, 2021)

Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis. - Thomas Fel; Rémi Cadène; Mathieu Chalvidal; Matthieu Cord; David Vigouroux; Thomas Serre (NeurIPS, 2021)

KuraNet: Systems of Coupled Oscillators that Learn to Synchronize. - Matthew Ricci; Minju Jung; Yuwei Zhang 001; Mathieu Chalvidal; Aneri Soni; Thomas Serre (CoRR, 2021)

Meta-Reinforcement Learning with Self-Modifying Networks. - Mathieu Chalvidal; Thomas Serre; Rufin VanRullen (NeurIPS, 2022)

A Discourse on MetODS: Meta-Optimized Dynamical Synapses for Meta-Reinforcement Learning. - Mathieu Chalvidal; Thomas Serre; Rufin VanRullen (CoRR, 2022)

Xplique: A Deep Learning Explainability Toolbox. - Thomas Fel; Lucas Hervier; David Vigouroux; Antonin Poché; Justin Plakoo; Rémi Cadène; Mathieu Chalvidal; Julien Colin; Thibaut Boissin; Louis Béthune; Agustin Martin Picard; Claire Nicodeme; et al. (CoRR, 2022)

Learning Functional Transduction. - Mathieu Chalvidal; Thomas Serre; Rufin VanRullen (NeurIPS, 2023)

A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation. - Thomas Fel; Victor Boutin; Louis Béthune; Rémi Cadène; Mazda Moayeri; Léo Andéol; Mathieu Chalvidal; Thomas Serre (NeurIPS, 2023)

Learning higher-order functions for computation, memorization and control with artificial neural networks. (Apprentissage de fonctions d'ordre supérieur pour le calcul, la mémorisation et le contrôle par réseaux de neurones artificiels). - Mathieu Chalvidal (2023)