Stéphane Deny

1. Barlow Twins: Self-Supervised Learning via Redundancy Reduction
   2021/03/04 by Jure Žbontar, Jing Li, Zbontar, Jure +7 · 239 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
2. Blockwise Self-Supervised Learning at Scale
   2023/02/03 by Shoaib Ahmed Siddiqui, David Krueger, Siddiqui, Shoaib Ahmed +5 · 5 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Neural Networks and Reservoir Computing
3. On the special role of class-selective neurons in early training
   2023/05/27 by Omkar Ranadive, Ranadive, Omkar, Nikhil Thakurdesai +7 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Cell Image Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function
4. On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory
   2024/12/16 by Andrea Perin, Stephane Deny, Perin, Andrea +2 · 1 voice · 4 citations
   Computer Science · #Neural Networks and Applications
5. Progress and limitations of deep networks to recognize objects in unusual poses
   2022/07/16 by Amro Abbas, Abbas, Amro, Stéphane Deny +1 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
6. Predicting synchronous firing of large neural populations from sequential recordings
   2019/04/09 by Oleksandr Sorochynskyi, Sorochynskyi, Oleksandr, Stéphane Deny +5 · 1 citation
   Neuroscience · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Biological sciences #FOS: Physical sciences #Neural dynamics and brain function #Neurobiology and Insect Physiology Research #Neurons and Cognition (q-bio.NC) #Neuroscience and Neural Engineering
7. A comparison between humans and AI at recognizing objects in unusual poses
   2024/02/06 by Netta Ollikka, Amro Abbas, Ollikka, Netta +7 · 1 citation
   Computer Science · Engineering · #Image Processing and 3D Reconstruction #Image and Object Detection Techniques #Robot Manipulation and Learning
8. ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis
   2024/02/05 by Bernard Spiegl, Andrea Perin, Spiegl, Bernard +5 · 1 citation
   Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Simulation and Modeling Applications