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LipBaB: Computing exact Lipschitz constant of ReLU networks
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LipBaB: Computing exact Lipschitz constant of ReLU networks

Aritra Bhowmick
Meenakshi D'Souza
G. S. Raghavan
ArXiv (abs)PDFHTML

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

6 / 6 papers shown
Title
Robustness Analysis of Continuous-Depth Models with Lagrangian Techniques
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
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
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
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
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
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