LipBaB: Computing exact Lipschitz constant of ReLU networks

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LipBaB: Computing exact Lipschitz constant of ReLU networks

12 May 2021

Aritra Bhowmick

Meenakshi D'Souza

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Papers citing "LipBaB: Computing exact Lipschitz constant of ReLU networks"

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Title
Robustness Analysis of Continuous-Depth Models with Lagrangian Techniques Sophie A. Neubauer Radu Grosu 60 0 0 23 Aug 2023
Adversarial Sample Detection Through Neural Network Transport Dynamics Skander Karkar Patrick Gallinari A. Rakotomamonjy AAML 47 1 0 07 Jun 2023
Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation Zhouxing Shi Yihan Wang Huan Zhang Zico Kolter Cho-Jui Hsieh 156 42 0 13 Oct 2022
A Domain-Theoretic Framework for Robustness Analysis of Neural Networks Can Zhou R. A. Shaikh Yiran Li Amin Farjudian OOD 78 4 0 01 Mar 2022
An automatic differentiation system for the age of differential privacy Dmitrii Usynin Alexander Ziller Moritz Knolle Andrew Trask Kritika Prakash Daniel Rueckert Georgios Kaissis 93 3 0 22 Sep 2021
GoTube: Scalable Stochastic Verification of Continuous-Depth Models Sophie Gruenbacher Mathias Lechner Ramin Hasani Daniela Rus T. Henzinger S. Smolka Radu Grosu 68 17 0 18 Jul 2021