1 code implementation • 6 Oct 2022 • Ke Wang, Harshitha Machiraju, Oh-Hyeon Choung, Michael Herzog, Pascal Frossard
Convolutional neural networks (CNNs) have achieved superhuman performance in multiple vision tasks, especially image classification.
1 code implementation • 18 May 2022 • Harshitha Machiraju, Oh-Hyeon Choung, Michael H. Herzog, Pascal Frossard
There are continuous attempts to use features of the human visual system to improve the robustness of neural networks to data perturbations.
no code implementations • 16 Mar 2021 • Harshitha Machiraju, Oh-Hyeon Choung, Pascal Frossard, Michael. H Herzog
Many studies have tried to add features of the human visual system to DCNNs to make them robust against adversarial attacks.