Automatic Symmetry Discovery with Lie Algebra Convolutional Network

15 September 2021

Papers citing "Automatic Symmetry Discovery with Lie Algebra Convolutional Network"

6 / 6 papers shown

Title
Symmetries-enhanced Multi-Agent Reinforcement Learning N. Bousias Stefanos Pertigkiozoglou Kostas Daniilidis George Pappas AI4CE 45 0 0 02 Jan 2025
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 151 948 0 27 Apr 2021
A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups Marc Finzi Max Welling A. Wilson 59 165 0 19 Apr 2021
Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics D. Kunin Javier Sagastuy-Breña Surya Ganguli Daniel L. K. Yamins Hidenori Tanaka 73 67 0 08 Dec 2020
Universal Equivariant Multilayer Perceptrons Siamak Ravanbakhsh 85 44 0 07 Feb 2020
A General Theory of Equivariant CNNs on Homogeneous Spaces Taco S. Cohen Mario Geiger Maurice Weiler MLT AI4CE 107 289 0 05 Nov 2018