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Lipschitz-bounded 1D convolutional neural networks using the Cayley transform and the controllability Gramian
20 March 2023
Patricia Pauli
Ruigang Wang
I. Manchester
Frank Allgöwer
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Papers citing
"Lipschitz-bounded 1D convolutional neural networks using the Cayley transform and the controllability Gramian"
7 / 7 papers shown
Title
LipShiFT: A Certifiably Robust Shift-based Vision Transformer
Rohan Menon
Nicola Franco
Stephan Günnemann
53
0
0
18 Mar 2025
LipKernel: Lipschitz-Bounded Convolutional Neural Networks via Dissipative Layers
Patricia Pauli
Ruigang Wang
I. Manchester
Frank Allgöwer
35
2
0
29 Oct 2024
Lipschitz constant estimation for general neural network architectures using control tools
Patricia Pauli
Dennis Gramlich
Frank Allgöwer
33
4
0
02 May 2024
State space representations of the Roesser type for convolutional layers
Patricia Pauli
Dennis Gramlich
Frank Allgöwer
25
2
0
18 Mar 2024
Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations
Patricia Pauli
Aaron J. Havens
Alexandre Araujo
Siddharth Garg
Farshad Khorrami
Frank Allgöwer
Bin Hu
38
4
0
25 Jan 2024
Learning Stable and Robust Linear Parameter-Varying State-Space Models
C. Verhoek
Ruigang Wang
R. Tóth
11
4
0
04 Apr 2023
Direct Parameterization of Lipschitz-Bounded Deep Networks
Ruigang Wang
I. Manchester
22
41
0
27 Jan 2023
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