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group equivariance

29 papers

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Co-occurring keywords

equivariant neural network (75) convolutional neural network (4226) neural network (6616) representation learning (6206) group convolution (32) inductive bia (272) symmetry discovery (7) equivariant representation (29) invariant representation (65) rotation invariance (52)

Papers

Revisiting the Canonicalization for Fast and Accurate Crystal Tensor Property Prediction AAAI 2026
Axis-level Symmetry Detection with Group-Equivariant Representation ICCV 2025
Learning symmetries via weight-sharing with doubly stochastic tensors NIPS 2024
Affine Equivariant Networks Based on Differential Invariants CVPR 2024
Monomial Matrix Group Equivariant Neural Functional Networks NIPS 2024
Any-dimensional equivariant neural networks AISTATS 2024
Continuous Rotation Group Equivariant Network Inspired by Neural Population Coding AAAI 2024
Pose-Transformed Equivariant Network for 3D Point Trajectory Prediction CVPR 2024
A General Framework for Equivariant Neural Networks on Reductive Lie Groups NIPS 2023
Brauer’s Group Equivariant Neural Networks ICML 2023
$E(2)$-Equivariant Vision Transformer UAI 2023
Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More NIPS 2023
Approximation-Generalization Trade-offs under (Approximate) Group Equivariance NIPS 2023
How Jellyfish Characterise Alternating Group Equivariant Neural Networks ICML 2023
Investigating how ReLU-networks encode symmetries NIPS 2023
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models AAAI 2023
Group Equivariant Fourier Neural Operators for Partial Differential Equations ICML 2023
Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces ICML 2022
Implicit Bias of Linear Equivariant Networks ICML 2022
Unsupervised Learning of Group Invariant and Equivariant Representations NIPS 2022
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE NIPS 2022
Equivariance Discovery by Learned Parameter-Sharing AISTATS 2022
Equivariant Transduction through Invariant Alignment COLING 2022
Learning Symmetric Embeddings for Equivariant World Models ICML 2022
LieTransformer: Equivariant Self-Attention for Lie Groups ICML 2021