Simon Roburin

According to our database, Simon Roburin authored at least 5 papers between 2020 and 2022.

Collaborative distances:

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

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