16 citations · 16 across the 4 of their papers we have counts for
Showing cs.CVShow all
2 papers · 1 filter
cs.CV2023
Transferability Metrics for Object Detection
Louis Fouquet, Simona Maggio, Léo Dreyfus-Schmidt
Transfer learning aims to make the most of existing pre-trained models to achieve better performance on a new task in limited data scenarios. However, it is unclear which models wi…
cs.CV2018★ 16 cited
Robustness of Rotation-Equivariant Networks to Adversarial Perturbations
Beranger Dumont, Simona Maggio, Pablo Montalvo
Deep neural networks have been shown to be vulnerable to adversarial examples: very small perturbations of the input having a dramatic impact on the predictions. A wealth of advers…