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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

TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials NIPS 2023
SE(3) diffusion model with application to protein backbone generation ICML 2023
Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics NIPS 2023
Geometric Algebra Transformer NIPS 2023
On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis RSS 2023
Generating Novel, Designable, and Diverse Protein Structures by Equivariantly Diffusing Oriented Residue Clouds ICML 2023
Orthogonal Transforms for Learning Invariant Representations in Equivariant Neural Networks WACV 2023
4D Panoptic Segmentation as Invariant and Equivariant Field Prediction ICCV 2023
Chemically Transferable Generative Backmapping of Coarse-Grained Proteins ICML 2023
E2PN: Efficient SE(3)-Equivariant Point Network CVPR 2023
Equivariant Message Passing Neural Network for Crystal Material Discovery AAAI 2023
A General Theory of Correct, Incorrect, and Extrinsic Equivariance NIPS 2023
Equivariant flow matching NIPS 2023
Clifford Group Equivariant Neural Networks NIPS 2023
FAENet: Frame Averaging Equivariant GNN for Materials Modeling ICML 2023
Generative Adversarial Symmetry Discovery ICML 2023
End-to-End Full-Atom Antibody Design ICML 2023
On-Robot Learning With Equivariant Models CORL 2022
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction ICML 2022
Equivariant Diffusion for Molecule Generation in 3D ICML 2022
Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions NIPS 2022
Unsupervised Learning of Group Invariant and Equivariant Representations NIPS 2022
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres NIPS 2022
Sample Efficient Grasp Learning Using Equivariant Models RSS 2022
Approximately Equivariant Networks for Imperfectly Symmetric Dynamics ICML 2022