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Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram
  Iteration
v1v2v3 (latest)

Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration

International Conference on Machine Learning (ICML), 2023
25 May 2023
Blaise Delattre
Quentin Barthélemy
Alexandre Araujo
A. Allauzen
ArXiv (abs)PDFHTMLGithub (14★)

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

7 / 7 papers shown
ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics
ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics
Luke Thompson
Davy Guan
Dai Shi
Slade Matthews
Junbin Gao
Andi Han
AI4CE
140
0
0
07 Oct 2025
A Formally Verified Robustness Certifier for Neural Networks (Extended Version)
A Formally Verified Robustness Certifier for Neural Networks (Extended Version)International Conference on Computer Aided Verification (CAV), 2025
James Tobler
Hira Taqdees Syeda
Toby Murray
AAML
236
0
0
11 May 2025
Bridging the Theoretical Gap in Randomized Smoothing
Bridging the Theoretical Gap in Randomized SmoothingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Blaise Delattre
Paul Caillon
Quentin Barthélemy
Erwan Fagnou
Alexandre Allauzen
AAML
443
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
351
1
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
549
2
0
18 Jul 2024
Spectral Norm of Convolutional Layers with Circular and Zero Paddings
Spectral Norm of Convolutional Layers with Circular and Zero Paddings
Blaise Delattre
Quentin Barthélemy
Alexandre Allauzen
320
3
0
31 Jan 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
183
4
0
12 Sep 2023
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