2025
DRIVINGVQA: Analyzing Visual Chain-of-Thought Reasoning of Vision Language Models in Real-World Scenarios with Driving Theory Tests.
CoRR, January, 2025

2022
Optimization of deep neural network: a functional perspective with applications in image classification. (Optimisation des réseaux de neurones profonds: une perspective fonctionnelle et applications en classification d'image).
PhD thesis, 2022

Spherical perspective on learning with normalization layers.
Neurocomputing, 2022

Take One Gram of Neural Features, Get Enhanced Group Robustness.
CoRR, 2022

2021
Localizing Objects with Self-supervised Transformers and no Labels.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Spherical Perspective on Learning with Batch Norm.
CoRR, 2020