Convolutional Neural Networks as 2-D systems

6 March 2023

Papers citing "Convolutional Neural Networks as 2-D systems"

7 / 7 papers shown

Title
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 38 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 43 4 0 25 Jan 2024
Lipschitz-bounded 1D convolutional neural networks using the Cayley transform and the controllability Gramian Patricia Pauli Ruigang Wang I. Manchester Frank Allgöwer 32 8 0 20 Mar 2023
Lipschitz constant estimation for 1D convolutional neural networks Patricia Pauli Dennis Gramlich Frank Allgöwer 31 13 0 28 Nov 2022
Efficient-CapsNet: Capsule Network with Self-Attention Routing Vittorio Mazzia Francesco Salvetti Marcello Chiaberge 3DPC MedIm 75 175 0 29 Jan 2021