Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks

Thomas Altstidl, An Nguyen, Leo Schwinn +4

The widespread success of convolutional neural networks may largely be attributed to their intrinsic property of translation equivariance. However, convolutions are not equivariant…