Stephane Deny
5 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(13)
π
Grand Slam
π
Trend Setter
Conferences
AAAI (1)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
image classification
(1)
contrastive learning
(1)
object recognition
(1)
embedding learning
(1)
model robustness
(1)
self-supervised learning
(1)
data augmentation
(1)
group theory
(1)
efficient coding
(1)
generalization error
(1)
natural movies
(1)
redundancy reduction
(1)
receptive field
(1)
equivariant architecture
(1)
symmetry learning
(1)
deep network
(1)
synthetic dataset
(1)
3d rotation
(1)
accuracy drop
(1)
Papers
On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory
JMLR 2025
Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses
AAAI 2023
Barlow Twins: Self-Supervised Learning via Redundancy Reduction
ICML 2021
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs
ICLR 2019
The emergence of multiple retinal cell types through efficient coding of natural movies
NIPS 2018