Stéphane Deny

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Topological Properties

Visual Representation

Redundancy Reduction

Top Venues

PLoS Comput. Biol.

Trans. Mach. Learn. Res.

Publications

Netta Ollikka, Amro Abbas, Andrea Perin, Markku Kilpeläinen, Stéphane Deny
Humans Beat Deep Networks at Recognizing Objects in Unusual Poses, Given Enough Time. CoRR (2024)
Shoaib Ahmed Siddiqui, David Krueger, Yann LeCun, Stéphane Deny
Blockwise Self-Supervised Learning at Scale. Trans. Mach. Learn. Res. 2024 (2024)
Bernard Spiegl, Andrea Perin, Stéphane Deny, Alexander Ilin
ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis. CoRR (2024)
Omkar Ranadive, Nikhil Thakurdesai, Ari S. Morcos, Matthew L. Leavitt, Stéphane Deny
On the special role of class-selective neurons in early training. CoRR (2023)
Omkar Ranadive, Nikhil Thakurdesai, Ari S. Morcos, Matthew L. Leavitt, Stéphane Deny
On the special role of class-selective neurons in early training. Trans. Mach. Learn. Res. 2023 (2023)
Amro Abbas, Stéphane Deny
Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses. AAAI (2023)
Shoaib Ahmed Siddiqui, David Krueger, Yann LeCun, Stéphane Deny
Blockwise Self-Supervised Learning at Scale. CoRR (2023)
Amro Abbas, Stéphane Deny
Progress and limitations of deep networks to recognize objects in unusual poses. CoRR (2022)
Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny
Barlow Twins: Self-Supervised Learning via Redundancy Reduction. CoRR (2021)
Diane Bouchacourt, Mark Ibrahim, Stéphane Deny
Addressing the Topological Defects of Disentanglement via Distributed Operators. CoRR (2021)
Oleksandr Sorochynskyi, Stéphane Deny, Olivier Marre, Ulisse Ferrari
Predicting synchronous firing of large neural populations from sequential recordings. PLoS Comput. Biol. 17 (1) (2021)
Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny
Barlow Twins: Self-Supervised Learning via Redundancy Reduction. ICML (2021)
Ulisse Ferrari, Stéphane Deny, Abhishek Sengupta, Romain Caplette, Francesco Trapani, José-Alain Sahel, Deniz Dalkara, Serge Picaud, Jens Duebel, Olivier Marre
Towards optogenetic vision restoration with high resolution. PLoS Comput. Biol. 16 (7) (2020)
Jack Lindsey, Samuel A. Ocko, Surya Ganguli, Stéphane Deny
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. ICLR (2019)
Jack Lindsey, Samuel A. Ocko, Surya Ganguli, Stéphane Deny
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. CoRR (2019)
Vicente Botella-Soler, Stéphane Deny, Georg Martius, Olivier Marre, Gasper Tkacik
Nonlinear decoding of a complex movie from the mammalian retina. PLoS Comput. Biol. 14 (5) (2018)
Ulisse Ferrari, Stéphane Deny, Olivier Marre, Thierry Mora
A Simple Model for Low Variability in Neural Spike Trains. Neural Comput. 30 (11) (2018)
Samuel A. Ocko, Jack Lindsey, Surya Ganguli, Stéphane Deny
The emergence of multiple retinal cell types through efficient coding of natural movies. NeurIPS (2018)