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equivariant neural network

106 papers

Papers

Equivariant flow matching NeurIPS 2023 Equivariant Message Passing Neural Network for Crystal Material Discovery AAAI 2023 Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics NeurIPS 2023 Equivariant Single View Pose Prediction Via Induced and Restriction Representations NeurIPS 2023 FAENet: Frame Averaging Equivariant GNN for Materials Modeling ICML 2023 Generating Novel, Designable, and Diverse Protein Structures by Equivariantly Diffusing Oriented Residue Clouds ICML 2023 Generative Adversarial Symmetry Discovery ICML 2023 Geometric Algebra Transformer NeurIPS 2023 How Jellyfish Characterise Alternating Group Equivariant Neural Networks ICML 2023 Multi-objective optimization via equivariant deep hypervolume approximation ICLR 2023 Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks ICLR 2023 On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis RSS 2023 Orthogonal Transforms for Learning Invariant Representations in Equivariant Neural Networks WACV 2023 SE(3) diffusion model with application to protein backbone generation ICML 2023 TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials NeurIPS 2023 The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry ICLR 2023 Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation Equation NeurIPS 2023 SO(2)-Equivariant Reinforcement Learning ICLR 2022 Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures NeurIPS 2022 Approximately Equivariant Networks for Imperfectly Symmetric Dynamics ICML 2022 A Program to Build E(N)-Equivariant Steerable CNNs ICLR 2022 Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres NeurIPS 2022 Co-Domain Symmetry for Complex-Valued Deep Learning CVPR 2022 EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction ICML 2022 Equivariant Diffusion for Molecule Generation in 3D ICML 2022