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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

Dynamic Geometric Equivariant Network for Full-Atom Antibody Design AAAI 2026
Equivariant Manifold Neural ODEs and Differential Invariants JMLR 2025
Combinative Matching for Geometric Shape Assembly ICCV 2025
Measuring the Impact of Rotation Equivariance on Aerial Object Detection ICCV 2025
Generalized Implicit Neural Representations for Dynamic Molecular Surface Modeling AAAI 2025
A Recipe for Charge Density Prediction NIPS 2024
E(3)-Equivariant Mesh Neural Networks AISTATS 2024
Improving Equivariant Model Training via Constraint Relaxation NIPS 2024
TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis CVPR 2024
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution NIPS 2024
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NIPS 2024
Any-dimensional equivariant neural networks AISTATS 2024
Monomial Matrix Group Equivariant Neural Functional Networks NIPS 2024
Equivariant Neural Diffusion for Molecule Generation NIPS 2024
Pose-Transformed Equivariant Network for 3D Point Trajectory Prediction CVPR 2024
MatrixNet: Learning over symmetry groups using learned group representations NIPS 2024
Generative Adversarial Symmetry Discovery ICML 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
Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation Equation NIPS 2023
4D Panoptic Segmentation as Invariant and Equivariant Field Prediction ICCV 2023
A General Framework for Equivariant Neural Networks on Reductive Lie Groups NIPS 2023
Equivariant Single View Pose Prediction Via Induced and Restriction Representations NIPS 2023
Chemically Transferable Generative Backmapping of Coarse-Grained Proteins ICML 2023
Brauer’s Group Equivariant Neural Networks ICML 2023