2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CV2024★ 2 cited
The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach
David Bertoin, Eduardo Hugo Sanchez, Mehdi Zouitine +1
Despite transformers being considered as the new standard in computer vision, convolutional neural networks (CNNs) still outperform them in low-data regimes. Nonetheless, CNNs ofte…
cs.AI2022★ 1 cited
Local Feature Swapping for Generalization in Reinforcement Learning
David Bertoin, Emmanuel Rachelson
Over the past few years, the acceleration of computing resources and research in deep learning has led to significant practical successes in a range of tasks, including in particul…