Mathieu Chalvidal

15 papers A* 5B 1Journal 8
YearRankTypeTitle / Venue / Authors
2023 A* conf
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation.
NeurIPS
Thomas Fel, Victor Boutin, Louis Béthune, Rémi Cadène, Mazda Moayeri, Léo Andéol, Mathieu Chalvidal, Thomas Serre
2023 J jnl
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation.
CoRR
Thomas Fel, Victor Boutin, Mazda Moayeri, Rémi Cadène, Louis Béthune, Léo Andéol, Mathieu Chalvidal, Thomas Serre
2023 A* conf
Learning Functional Transduction.
NeurIPS
Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
2023 J jnl
Learning Functional Transduction.
CoRR
Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
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
2022 J jnl
A Discourse on MetODS: Meta-Optimized Dynamical Synapses for Meta-Reinforcement Learning.
CoRR
Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
2022 A* conf
Meta-Reinforcement Learning with Self-Modifying Networks.
NeurIPS
Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
2022 J jnl
Xplique: A Deep Learning Explainability Toolbox.
CoRR
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, Laurent Gardes, Grégory Flandin, Thomas Serre
2021 A* conf
Go with the flow: Adaptive control for Neural ODEs.
ICLR
Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre
2021 J jnl
KuraNet: Systems of Coupled Oscillators that Learn to Synchronize.
CoRR
Matthew Ricci, Minju Jung, Yuwei Zhang, Mathieu Chalvidal, Aneri Soni, Thomas Serre
2021 A* conf
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis.
NeurIPS
Thomas Fel, Rémi Cadène, Mathieu Chalvidal, Matthieu Cord, David Vigouroux, Thomas Serre
2021 J jnl
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis.
CoRR
Thomas Fel, Rémi Cadène, Mathieu Chalvidal, Matthieu Cord, David Vigouroux, Thomas Serre
2020 B conf
Block Distributed 3MG Algorithm and its Application to 3D Image Restoration.
ICIP
Mathieu Chalvidal, Emilie Chouzenoux
2020 J jnl
Block Distributed Majorize-Minimize Memory Gradient Algorithm and its application to 3D image restoration.
CoRR
Mathieu Chalvidal, Emilie Chouzenoux
2020 J jnl
Neural Optimal Control for Representation Learning.
CoRR
Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre