2 citations · 6 across the 4 of their papers we have counts for
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cs.LG2018★ 2 cited
Generalization Error in Deep Learning
Daniel Jakubovitz, Raja Giryes, Miguel R. D. Rodrigues
Deep learning models have lately shown great performance in various fields such as computer vision, speech recognition, speech translation, and natural language processing. However…
cs.LG2018★ 2 cited
Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization
Daniel Jakubovitz, Raja Giryes
Deep neural networks have lately shown tremendous performance in various applications including vision and speech processing tasks. However, alongside their ability to perform thes…