Convolutional Filtering and Neural Networks with Non Commutative
Algebras

Convolutional Filtering and Neural Networks with Non Commutative Algebras

23 August 2021

Alejandro Parada-Mayorga

Alejandro Ribeiro

Papers citing "Convolutional Filtering and Neural Networks with Non Commutative Algebras"

10 / 10 papers shown

Title
Graph neural networks and non-commuting operators Mauricio Velasco Kaiying O'Hare Bernardo Rychtenberg Soledad Villar GNN 115 1 0 06 Nov 2024
Convolutional Filtering with RKHS Algebras Alejandro Parada-Mayorga Leopoldo Agorio Alejandro Ribeiro J. Bazerque 38 0 0 02 Nov 2024
Towards Explaining Hypercomplex Neural Networks Eleonora Lopez Eleonora Grassucci D. Capriotti Danilo Comminiello 40 3 0 26 Mar 2024
Sampling and Uniqueness Sets in Graphon Signal Processing Alejandro Parada-Mayorga Alejandro Ribeiro 20 2 0 11 Jan 2024
Non Commutative Convolutional Signal Models in Neural Networks: Stability to Small Deformations Alejandro Parada-Mayorga Landon Butler Alejandro Ribeiro 22 0 0 05 Oct 2023
Convolutional Learning on Multigraphs Landon Butler Alejandro Parada-Mayorga Alejandro Ribeiro SSL GNN 33 11 0 23 Sep 2022
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 174 1,104 0 27 Apr 2021
A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups Marc Finzi Max Welling A. Wilson 73 185 0 19 Apr 2021
Quaternion Convolutional Neural Networks for Heterogeneous Image Processing Titouan Parcollet Mohamed Morchid G. Linarès 140 93 0 31 Oct 2018
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 132 285 0 01 May 2018