Andéol, Léo

5 publications

ICML 2025 Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks Thomas Massena, Léo Andéol, Thibaut Boissin, Franck Mamalet, Corentin Friedrich, Mathieu Serrurier, Sébastien Gerchinovitz

CVPRW 2024 Conformal Semantic Image Segmentation: Post-Hoc Quantification of Predictive Uncertainty Luca Mossina, Joseba Dalmau, Léo Andéol

ICML 2024 Saliency Strikes Back: How Filtering Out High Frequencies Improves White-Box Explanations Sabine Muzellec, Thomas Fel, Victor Boutin, Léo Andéol, Rufin Vanrullen, Thomas Serre

NeurIPS 2023 A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation Thomas Fel, Victor Boutin, Louis Béthune, Remi Cadene, Mazda Moayeri, Léo Andéol, Mathieu Chalvidal, Thomas Serre

ECML-PKDD 2023 Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis Hiroki Waida, Yuichiro Wada, Léo Andéol, Takumi Nakagawa, Yuhui Zhang, Takafumi Kanamori