557 citations · 909 across the 24 of their papers we have counts for
Showing cs.CVShow all
2 papers · 1 filter
cs.CV2022
Understanding robustness and generalization of artificial neural networks through Fourier masks
Nikos Karantzas, Emma Besier, Josue Ortega Caro +4
Despite the enormous success of artificial neural networks (ANNs) in many disciplines, the characterization of their computations and the origin of key properties such as generaliz…
cs.CV2021★ 10 cited
Towards robust vision by multi-task learning on monkey visual cortex
Shahd Safarani, Arne Nix, Konstantin Willeke +5
Deep neural networks set the state-of-the-art across many tasks in computer vision, but their generalization ability to image distortions is surprisingly fragile. In contrast, the…