35 citations · 61 across the 12 of their papers we have counts for
Showing 2021 · cs.LGShow all
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cs.LG2021★ 1 cited
A Dynamical System Perspective for Lipschitz Neural Networks
Laurent Meunier, Blaise Delattre, Alexandre Araujo +1
The Lipschitz constant of neural networks has been established as a key quantity to enforce the robustness to adversarial examples. In this paper, we tackle the problem of building…
cs.LG2021★ 1 cited
Building Compact and Robust Deep Neural Networks with Toeplitz Matrices
Alexandre Araujo
Deep neural networks are state-of-the-art in a wide variety of tasks, however, they exhibit important limitations which hinder their use and deployment in real-world applications.…