2 citations · 3 across the 9 of their papers we have counts for
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cs.LG2020★ 1 cited
Colored Noise Injection for Training Adversarially Robust Neural Networks
Evgenii Zheltonozhskii, Chaim Baskin, Yaniv Nemcovsky +3
Even though deep learning has shown unmatched performance on various tasks, neural networks have been shown to be vulnerable to small adversarial perturbations of the input that le…
cs.LG2020
On the generalization of bayesian deep nets for multi-class classification
Yossi Adi, Yaniv Nemcovsky, Alex Schwing +1
Generalization bounds which assess the difference between the true risk and the empirical risk have been studied extensively. However, to obtain bounds, current techniques use stri…