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Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data.
Marc Finzi
Samuel Stanton
Pavel Izmailov
Andrew Gordon Wilson
Published in:
ICML (2020)
Keyphrases
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continuous data
convolutional neural networks
lie group
data streams
infinite dimensional
vector space
categorical data
continuous attributes
mean shift
euclidean space
data sets
vector field
machine learning
geometric structure
riemannian manifolds