David Vigouroux
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
6
Venues
5
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
6 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Deep Sturm-Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions. | David Vigouroux, Joseba Dalmau, Louis Bthune, Victor Boutin |
| 2024 | ICLR | DP-SGD Without Clipping: The Lipschitz Neural Network Way. | Louis Bthune, Thomas Massena, Thibaut Boissin, Aurlien Bellet, Franck Mamalet, Yannick Prudent, Corentin Friedrich, Mathieu Serrurier, David Vigouroux |
| 2023 | CVPR | Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis. | Thomas Fel, Melanie Ducoffe, David Vigouroux, Rmi Cadne, Mikael Capelle, Claire Nicodme, Thomas Serre |
| 2023 | CVPR | CRAFT: Concept Recursive Activation FacTorization for Explainability. | Thomas Fel, Agustin Martin Picard, Louis Bthune, Thibaut Boissin, David Vigouroux, Julien Colin, Rmi Cadne, Thomas Serre |
| 2022 | WACV | How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks. | Thomas Fel, David Vigouroux, Rmi Cadne, Thomas Serre |
| 2022 | SAFECOMP | Object Detection with Probabilistic Guarantees: A Conformal Prediction Approach. | Florence de Grancey, Jean-Luc Adam, Lucian Alecu, Sbastien Gerchinovitz, Franck Mamalet, David Vigouroux |