Packed-Ensembles for Efficient Uncertainty Estimation O Laurent, A Lafage, E Tartaglione, G Daniel, JM Martinez, A Bursuc, ... International Conference on Learning Representations (ICLR23), 2023 | 15 | 2023 |
A Symmetry-aware Exploration of Bayesian Neural Network Posteriors O Laurent, E Aldea, G Franchi International Conference on Learning Representations (ICLR24), 2024 | 2 | 2024 |
Learning to generate training datasets for robust semantic segmentation M Hariat, O Laurent, R Kazmierczak, S Zhang, A Bursuc, A Yao, G Franchi Winter Conference on Applications of Computer Vision (WACV24), 2024 | 1 | 2024 |
Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It G Xia, O Laurent, G Franchi, CS Bouganis arXiv preprint arXiv:2403.14715, 2024 | | 2024 |
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models G Franchi, O Laurent, M Leguéry, A Bursuc, A Pilzer, A Yao Conference on Computer Vision and Pattern Recognition (CVPR24), 2023 | | 2023 |