Learning Lie Group Symmetry Transformations with Neural Networks

4 July 2023

Papers citing "Learning Lie Group Symmetry Transformations with Neural Networks"

8 / 8 papers shown

Title
Bispectral Neural Networks Sophia Sanborn Christian Shewmake Bruno A. Olshausen Christopher Hillar 49 13 0 07 Sep 2022
Homomorphism Autoencoder -- Learning Group Structured Representations from Observed Transitions Hamza Keurti Hsiao-Ru Pan M. Besserve Benjamin Grewe Bernhard Schölkopf AI4CE 40 15 0 25 Jul 2022
Automatic Symmetry Discovery with Lie Algebra Convolutional Network Nima Dehmamy Robin Walters Yanchen Liu Dashun Wang Rose Yu AI4CE 149 88 0 15 Sep 2021
A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups Marc Finzi Max Welling A. Wilson 160 195 0 19 Apr 2021
General $E(2)$ -Equivariant Steerable CNNs Maurice Weiler Gabriele Cesa 113 524 0 19 Nov 2019
Universal approximations of invariant maps by neural networks Dmitry Yarotsky 124 213 0 26 Apr 2018
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 167 1,934 0 24 Feb 2016
An Unsupervised Algorithm For Learning Lie Group Transformations Jascha Narain Sohl-Dickstein Jimmy C. Wang Bruno A. Olshausen 118 49 0 07 Jan 2010