On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory

Authors: Perin, Andrea, Deny, Stephane

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.11521

A comparison between humans and AI at recognizing objects in unusual poses

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.03973

ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis

Authors: Spiegl, Bernard, Perin, Andrea, Deny, Stéphane, Ilin, Alexander

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.02906

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

Authors: Ranadive, Omkar, Thakurdesai, Nikhil, Morcos, Ari S, Leavitt, Matthew, Deny, Stéphane

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.17409

Blockwise Self-Supervised Learning at Scale

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2302.01647

Progress and limitations of deep networks to recognize objects in unusual poses

Authors: Abbas, Amro, Deny, Stéphane

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2207.08034

Barlow Twins: Self-Supervised Learning via Redundancy Reduction

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2103.03230

Addressing the Topological Defects of Disentanglement via Distributed Operators

Authors: Bouchacourt, Diane, Ibrahim, Mark, Deny, Stéphane

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2102.05623

Predicting synchronous firing of large neural populations from sequential recordings

Authors: Sorochynskyi, Oleksandr, Deny, Stéphane, Marre, Olivier, Ferrari, Ulisse

Subject Terms: Quantitative Biology - Neurons and Cognition, Condensed Matter - Disordered Systems and Neural Networks

Access URL: http://arxiv.org/abs/1904.04544

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

Authors: Lindsey, Jack, Ocko, Samuel A., Ganguli, Surya, Deny, Stephane

Source: International Conference on Learning Representations, 2019 https://openreview.net/forum?id=S1xq3oR5tQ

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/1901.00945

Optogenetic vision restoration with high resolution

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

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/1811.06866

Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons

Authors: Ferrari, Ulisse, Deny, Stephane, Chalk, Matthew, Tkacik, Gasper, Marre, Olivier, Mora, Thierry

Source: Phys. Rev. E 98, 042410 (2018)

Subject Terms: Quantitative Biology - Neurons and Cognition, Condensed Matter - Disordered Systems and Neural Networks

Access URL: http://arxiv.org/abs/1801.01823

A simple model for low variability in neural spike trains

Authors: Ferrari, Ulisse, Deny, Stephane, Marre, Olivier, Mora, Thierry

Subject Terms: Quantitative Biology - Neurons and Cognition, Condensed Matter - Disordered Systems and Neural Networks

Access URL: http://arxiv.org/abs/1801.01362

Nonlinear decoding of a complex movie from the mammalian retina

Authors: Botella-Soler, Vicente, Deny, Stéphane, Marre, Olivier, Tkačik, Gašper

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/1605.03373

Dynamical criticality in the collective activity of a population of retinal neurons

Authors: Mora, Thierry, Deny, Stéphane, Marre, Olivier

Source: Phys. Rev. Lett. 114, 078105 (2015)

Subject Terms: Quantitative Biology - Neurons and Cognition, Condensed Matter - Disordered Systems and Neural Networks, Condensed Matter - Statistical Mechanics

Access URL: http://arxiv.org/abs/1410.6769

Coupling of activity, metabolism and behaviour across the Drosophila brain.

Authors: Mann, Kevin, Deny, Stephane, Ganguli, Surya, Clandinin, Thomas R.

Source: Nature; 5/13/2021, Vol. 593 Issue 7858, p244-248, 5p

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