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Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram
  Iteration

Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration

25 May 2023
Blaise Delattre
Quentin Barthélemy
Alexandre Araujo
A. Allauzen
ArXivPDFHTML

Papers citing "Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration"

5 / 5 papers shown
Title
A Formally Verified Robustness Certifier for Neural Networks (Extended Version)
A Formally Verified Robustness Certifier for Neural Networks (Extended Version)
James Tobler
Hira Taqdees Syeda
Toby Murray
AAML
29
0
0
11 May 2025
Bridging the Theoretical Gap in Randomized Smoothing
Bridging the Theoretical Gap in Randomized Smoothing
Blaise Delattre
Paul Caillon
Quentin Barthélemy
Erwan Fagnou
Alexandre Allauzen
AAML
58
0
0
03 Apr 2025
Improved Scalable Lipschitz Bounds for Deep Neural Networks
Improved Scalable Lipschitz Bounds for Deep Neural Networks
U. Syed
Bin Hu
BDL
56
0
0
18 Mar 2025
HPPP: Halpern-type Preconditioned Proximal Point Algorithms and Applications to Image Restoration
HPPP: Halpern-type Preconditioned Proximal Point Algorithms and Applications to Image Restoration
Shuchang Zhang
Hui Zhang
Hongxia Wang
63
0
0
18 Jul 2024
Certified Robust Models with Slack Control and Large Lipschitz Constants
Certified Robust Models with Slack Control and Large Lipschitz Constants
M. Losch
David Stutz
Bernt Schiele
Mario Fritz
14
4
0
12 Sep 2023
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