Stéphane Deny

24 papers A* 3Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Latent Equivariant Operators for Robust Object Recognition: Promise and Challenges.
CoRR
Minh Dinh, Stéphane Deny
2025 J jnl
A Deep Learning Model of Mental Rotation Informed by Interactive VR Experiments.
CoRR
Raymond Khazoum, Daniela Fernandes, Aleksandr Krylov, Qin Li, Stéphane Deny
2025 J jnl
A comparison between humans and AI at recognizing objects in unusual poses.
Trans. Mach. Learn. Res.
Netta Ollikka, Amro Abbas, Andrea Perin, Markku Kilpeläinen, Stéphane Deny
2025 J jnl
On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory.
J. Mach. Learn. Res.
Andrea Perin, Stéphane Deny
2025 J jnl
ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis.
Trans. Mach. Learn. Res.
Bernard Spiegl, Andrea Perin, Stéphane Deny, Alexander Ilin
2024 J jnl
Blockwise Self-Supervised Learning at Scale.
Trans. Mach. Learn. Res.
Shoaib Ahmed Siddiqui, David Krueger, Yann LeCun, Stéphane Deny
2024 J jnl
Humans Beat Deep Networks at Recognizing Objects in Unusual Poses, Given Enough Time.
CoRR
Netta Ollikka, Amro Abbas, Andrea Perin, Markku Kilpeläinen, Stéphane Deny
2024 J jnl
On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory.
CoRR
Andrea Perin, Stéphane Deny
2024 J jnl
ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis.
CoRR
Bernard Spiegl, Andrea Perin, Stéphane Deny, Alexander Ilin
2023 J jnl
Blockwise Self-Supervised Learning at Scale.
CoRR
Shoaib Ahmed Siddiqui, David Krueger, Yann LeCun, Stéphane Deny
2023 J jnl
On the special role of class-selective neurons in early training.
CoRR
Omkar Ranadive, Nikhil Thakurdesai, Ari S. Morcos, Matthew L. Leavitt, Stéphane Deny
2023 J jnl
On the special role of class-selective neurons in early training.
Trans. Mach. Learn. Res.
Omkar Ranadive, Nikhil Thakurdesai, Ari S. Morcos, Matthew L. Leavitt, Stéphane Deny
2023 A* conf
Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses.
AAAI
Amro Abbas, Stéphane Deny
2022 J jnl
Progress and limitations of deep networks to recognize objects in unusual poses.
CoRR
Amro Abbas, Stéphane Deny
2021 J jnl
Addressing the Topological Defects of Disentanglement via Distributed Operators.
CoRR
Diane Bouchacourt, Mark Ibrahim, Stéphane Deny
2021 A* conf
Barlow Twins: Self-Supervised Learning via Redundancy Reduction.
ICML
Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny
2021 J jnl
Barlow Twins: Self-Supervised Learning via Redundancy Reduction.
CoRR
Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny
2021 J jnl
Predicting synchronous firing of large neural populations from sequential recordings.
PLoS Comput. Biol.
Oleksandr Sorochynskyi, Stéphane Deny, Olivier Marre, Ulisse Ferrari
2020 J jnl
Towards optogenetic vision restoration with high resolution.
PLoS Comput. Biol.
Ulisse Ferrari, Stéphane Deny, Abhishek Sengupta, Romain Caplette, Francesco Trapani, José-Alain Sahel, Deniz Dalkara, Serge Picaud, Jens Duebel, Olivier Marre
2019 — conf
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs.
ICLR
Jack Lindsey, Samuel A. Ocko, Surya Ganguli, Stéphane Deny
2019 J jnl
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs.
CoRR
Jack Lindsey, Samuel A. Ocko, Surya Ganguli, Stéphane Deny
2018 J jnl
A Simple Model for Low Variability in Neural Spike Trains.
Neural Comput.
Ulisse Ferrari, Stéphane Deny, Olivier Marre, Thierry Mora
2018 J jnl
Nonlinear decoding of a complex movie from the mammalian retina.
PLoS Comput. Biol.
Vicente Botella-Soler, Stéphane Deny, Georg Martius, Olivier Marre, Gasper Tkacik
2018 A* conf
The emergence of multiple retinal cell types through efficient coding of natural movies.
NeurIPS
Samuel A. Ocko, Jack Lindsey, Surya Ganguli, Stéphane Deny