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equivariant neural network

75 papers

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Co-occurring keywords

geometric deep learning (117) graph neural network (3962) group equivariance (29) equivariant network (44) diffusion model (3751) molecular generation (78) convolutional neural network (4226) group theory (43) protein structure (59) generative model (2892)

Papers

Self-Supervised Equivariant Learning for Oriented Keypoint Detection CVPR 2022
Co-Domain Symmetry for Complex-Valued Deep Learning CVPR 2022
Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures NIPS 2022
On Non-Linear operators for Geometric Deep Learning NIPS 2022
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields NIPS 2022
Scalars are universal: Equivariant machine learning, structured like classical physics NIPS 2021
General Nonlinearities in SO(2)-Equivariant CNNs NIPS 2021
Equivariant $Q$ Learning in Spatial Action Spaces CORL 2021
Correspondence-Free Point Cloud Registration with SO(3)-Equivariant Implicit Shape Representations CORL 2021
Gauge Equivariant Transformer NIPS 2021
PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs AAAI 2021
Cyclically Equivariant Neural Decoders for Cyclic Codes ICML 2021
A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups ICML 2021
E(n) Equivariant Normalizing Flows NIPS 2021
Automatic Symmetry Discovery with Lie Algebra Convolutional Network NIPS 2021
E(n) Equivariant Graph Neural Networks ICML 2021
Equivariant Networks for Pixelized Spheres ICML 2021
Efficient Equivariant Network NIPS 2021
Reverse-Complement Equivariant Networks for DNA Sequences NIPS 2021
Equivariant Flows: Exact Likelihood Generative Learning for Symmetric Densities ICML 2020
Lorentz Group Equivariant Neural Network for Particle Physics ICML 2020
Set2Graph: Learning Graphs From Sets NIPS 2020
Deep Scale-spaces: Equivariance Over Scale NIPS 2019
Chirality Nets for Human Pose Regression NIPS 2019
Group Equivariant Convolutional Networks ICML 2016