Learning Steerable Filters for Rotation Equivariant CNNs

Maurice Weiler, Fred A. Hamprecht, Martin Storath

In many machine learning tasks it is desirable that a model's prediction transforms in an equivariant way under transformations of its input. Convolutional neural networks (CNNs) i…