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Equivariant Neural Tangent Kernels

Equivariant Neural Tangent Kernels

10 June 2024
Philipp Misof
Pan Kessel
Jan E. Gerken
ArXivPDFHTML

Papers citing "Equivariant Neural Tangent Kernels"

6 / 6 papers shown
Title
Sample based Explanations via Generalized Representers
Sample based Explanations via Generalized Representers
Che-Ping Tsai
Chih-Kuan Yeh
Pradeep Ravikumar
FAtt
33
8
0
27 Oct 2023
Structures of Neural Network Effective Theories
Structures of Neural Network Effective Theories
cCaugin Ararat
Tianji Cai
Cem Tekin
Zhengkang Zhang
45
7
0
03 May 2023
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic
  Graphs
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs
Yi-Lun Liao
Tess E. Smidt
73
211
0
23 Jun 2022
E(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate
  Interatomic Potentials
E(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials
Simon L. Batzner
Albert Musaelian
Lixin Sun
Mario Geiger
J. Mailoa
M. Kornbluth
N. Molinari
Tess E. Smidt
Boris Kozinsky
188
1,218
0
08 Jan 2021
Dynamical Isometry and a Mean Field Theory of CNNs: How to Train
  10,000-Layer Vanilla Convolutional Neural Networks
Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks
Lechao Xiao
Yasaman Bahri
Jascha Narain Sohl-Dickstein
S. Schoenholz
Jeffrey Pennington
220
347
0
14 Jun 2018
Geometric deep learning: going beyond Euclidean data
Geometric deep learning: going beyond Euclidean data
M. Bronstein
Joan Bruna
Yann LeCun
Arthur Szlam
P. Vandergheynst
GNN
231
3,202
0
24 Nov 2016
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