Olivier Laurent

According to our database, Olivier Laurent authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It.

Guoxuan Xia, Olivier Laurent, Gianni Franchi, Christos-Savvas Bouganis

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It.

Guoxuan Xia, Olivier Laurent, Gianni Franchi, Christos-Savvas Bouganis

CoRR, 2024

Learning to generate training datasets for robust semantic segmentation.

Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors.

Olivier Laurent, Emanuel Aldea, Gianni Franchi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models.

Gianni Franchi, Olivier Laurent, Maxence Leguéry, Andrei Bursuc, Andrea Pilzer, Angela Yao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Packed Ensembles for efficient uncertainty estimation.

Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi

Proceedings of the Eleventh International Conference on Learning Representations, 2023