What is an equivariant neural network?

What is an equivariant neural network?

15 May 2022

Bradley J. Nelson

Papers citing "What is an equivariant neural network?"

17 / 17 papers shown

Title
Precoder Learning by Leveraging Unitary Equivariance Property Yilun Ge Shuyao Liao Shengqian Han Chenyang Yang 43 0 0 13 Mar 2025
Lie-Equivariant Quantum Graph Neural Networks Jogi Suda Neto Roy T. Forestano S. Gleyzer K. Kong Konstantin T. Matchev Katia Matcheva 85 0 0 22 Nov 2024
Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics Md Abrar Jahin Md. Akmol Masud Md Wahiduzzaman Suva M. Mridha Nilanjan Dey 46 1 0 03 Nov 2024
CNN-based Compressor Mass Flow Estimator in Industrial Aircraft Vapor Cycle System Justin Reverdi Sixin Zhang Said Aoues Fabrice Gamboa Serge Gratton Thomas Pellegrini 29 0 0 27 May 2024
A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks Roy T. Forestano Marçal Comajoan Cara Gopal Ramesh Dahale Zhongtian Dong S. Gleyzer ... Kyoungchul Kong Tom Magorsch Konstantin T. Matchev Katia Matcheva Eyup B. Unlu GNN 19 8 0 30 Nov 2023
Compact Matrix Quantum Group Equivariant Neural Networks Edward Pearce-Crump GNN 22 0 0 10 Nov 2023
Geometry of Linear Neural Networks: Equivariance and Invariance under Permutation Groups Kathlén Kohn Anna-Laura Sattelberger V. Shahverdi 20 3 0 24 Sep 2023
Discrete neural nets and polymorphic learning C. Aten 6 0 0 29 Jul 2023
Graph Automorphism Group Equivariant Neural Networks Edward Pearce-Crump William J. Knottenbelt 21 1 0 15 Jul 2023
Any-dimensional equivariant neural networks Eitan Levin Mateo Díaz 21 6 0 10 Jun 2023
How Jellyfish Characterise Alternating Group Equivariant Neural Networks Edward Pearce-Crump 12 4 0 24 Jan 2023
VC dimensions of group convolutional neural networks P. Petersen A. Sepliarskaia VLM 13 7 0 19 Dec 2022
Connecting Permutation Equivariant Neural Networks and Partition Diagrams Edward Pearce-Crump 16 9 0 16 Dec 2022
Brauer's Group Equivariant Neural Networks Edward Pearce-Crump AI4CE 13 15 0 16 Dec 2022
Split personalities in Bayesian Neural Networks: the case for full marginalisation David Yallup Will Handley Michael P. Hobson A. Lasenby Pablo Lemos 20 1 0 23 May 2022
A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups Marc Finzi Max Welling A. Wilson 71 185 0 19 Apr 2021
Deep neural network solution of the electronic Schrödinger equation J. Hermann Zeno Schätzle Frank Noé 144 444 0 16 Sep 2019