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100 Reference notes

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102 Authors

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Robin Walters

Robin Walters


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  • A general theory of correct, incorrect, and extrinsic equivariance
  • Approximately equivariant networks for imperfectly symmetric dynamics
  • Discovering Symmetry Breaking in Physical Systems with Relaxed Group Convolution
  • Improving Convergence and Generalization Using Parameter Symmetries
  • Relaxed Octahedral Group Convolution for Learning Symmetry Breaking in 3D Physical Systems
  • The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof

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