Simon Roburin

According to our database, Simon Roburin authored at least 8 papers between 2020 and 2026.

Collaborative distances:

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

2026

Privacy Amplification by Missing Data.

Simon Roburin, Rafaël Pinot, Erwan Scornet

CoRR, February, 2026

DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios.

Charles Corbière, Simon Roburin, Syrielle Montariol, Antoine Bosselut, Alexandre Alahi

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

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

Charles Corbière, Simon Roburin, Syrielle Montariol, Antoine Bosselut, Alexandre Alahi

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).

Simon Roburin

PhD thesis, 2022

Spherical perspective on learning with normalization layers.

Simon Roburin, Yann de Mont-Marin, Andrei Bursuc, Renaud Marlet, Patrick Pérez, Mathieu Aubry

Neurocomputing, 2022

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

Simon Roburin, Charles Corbière, Gilles Puy, Nicolas Thome, Mathieu Aubry, Renaud Marlet, Patrick Pérez

CoRR, 2022

2021

Localizing Objects with Self-supervised Transformers and no Labels.

Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Spherical Perspective on Learning with Batch Norm.

Simon Roburin, Yann de Mont-Marin, Andrei Bursuc, Renaud Marlet, Patrick Pérez, Mathieu Aubry

CoRR, 2020