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symmetry discovery

10 papers

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Co-occurring keywords · papers mentioning both

group equivariance (2) group invariance (2) equivariant neural network (2) neural network (2) lie algebra (2) group representation (2) inductive bia (2) convolutional neural network (2) doubly stochastic matrix (1) matrix multiplication (1)

Papers

Efficient Learning and Symmetry Discovery under Exact Invariances COLT 2026 Discovering Group Structures via Unitary Representation Learning ICLR 2025 A Unified Framework for Discovering Discrete Symmetries AISTATS 2024 Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks COLT 2024 Latent Space Symmetry Discovery ICML 2024 Learning symmetries via weight-sharing with doubly stochastic tensors NeurIPS 2024 Generative Adversarial Symmetry Discovery ICML 2023 Learning Layer-wise Equivariances Automatically using Gradients NeurIPS 2023 Equivariance Discovery by Learned Parameter-Sharing AISTATS 2022 Automatic Symmetry Discovery with Lie Algebra Convolutional Network NeurIPS 2021