Stéphane Deny

According to our database, Stéphane Deny authored at least 13 papers between 2018 and 2024.

Collaborative distances:

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

2024

Blockwise Self-Supervised Learning at Scale.

Shoaib Ahmed Siddiqui, David Krueger, Yann LeCun, Stéphane Deny

Trans. Mach. Learn. Res., 2024

Humans Beat Deep Networks at Recognizing Objects in Unusual Poses, Given Enough Time.

Netta Ollikka, Amro Abbas, Andrea Perin, Markku Kilpeläinen, Stéphane Deny

CoRR, 2024

ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis.

Bernard Spiegl, Andrea Perin, Stéphane Deny, Alexander Ilin

CoRR, 2024

2023

On the special role of class-selective neurons in early training.

Omkar Ranadive, Nikhil Thakurdesai, Ari S. Morcos, Matthew L. Leavitt, Stéphane Deny

Trans. Mach. Learn. Res., 2023

Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses.

Amro Abbas, Stéphane Deny

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Predicting synchronous firing of large neural populations from sequential recordings.

Oleksandr Sorochynskyi, Stéphane Deny, Olivier Marre, Ulisse Ferrari

PLoS Comput. Biol., 2021

Addressing the Topological Defects of Disentanglement via Distributed Operators.

Diane Bouchacourt, Mark Ibrahim, Stéphane Deny

CoRR, 2021

Barlow Twins: Self-Supervised Learning via Redundancy Reduction.

Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Towards optogenetic vision restoration with high resolution.

Ulisse Ferrari, Stéphane Deny, Abhishek Sengupta, Romain Caplette, Francesco Trapani, José-Alain Sahel, Deniz Dalkara, Serge Picaud, Jens Duebel, Olivier Marre

PLoS Comput. Biol., 2020

2019

A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs.

Jack Lindsey, Samuel A. Ocko, Surya Ganguli, Stéphane Deny

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Nonlinear decoding of a complex movie from the mammalian retina.

Vicente Botella-Soler, Stéphane Deny, Georg Martius, Olivier Marre, Gasper Tkacik

PLoS Comput. Biol., 2018

A Simple Model for Low Variability in Neural Spike Trains.

Ulisse Ferrari, Stéphane Deny, Olivier Marre, Thierry Mora

Neural Comput., 2018

The emergence of multiple retinal cell types through efficient coding of natural movies.

Samuel A. Ocko, Jack Lindsey, Surya Ganguli, Stéphane Deny

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018