conftrace_

symmetry learning

11 papers

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Co-occurring keywords

neural network (6616) representation learning (6206) lie group (50) convolutional neural network (4226) group theory (43) continuous symmetries (1) one-parameter group (1) data-driven symmetry (1) group equivariance (29) symmetry discovery (7)

Papers

On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory JMLR 2025
Learning Infinitesimal Generators of Continuous Symmetries from Data NIPS 2024
Learning symmetries via weight-sharing with doubly stochastic tensors NIPS 2024
Symmetric Linear Bandits with Hidden Symmetry NIPS 2024
Symmetric Shape-Preserving Autoencoder for Unsupervised Real Scene Point Cloud Completion CVPR 2023
Symmetry-Aware Robot Design with Structured Subgroups ICML 2023
Automatic Data Augmentation via Invariance-Constrained Learning ICML 2023
LieGG: Studying Learned Lie Group Generators NIPS 2022
Symmetry and Group in Attribute-Object Compositions CVPR 2020
Inverse Learning of Symmetries NIPS 2020
Non-Parametric Transformation Networks for Learning General Invariances from Data AAAI 2019