Extracting Invariant Features From Images Using An Equivariant Autoencoder

Denis Kuzminykh, Daniil Polykovskiy, Alexander Zhebrak

Abstract: Convolutional Neural Networks achieve state of the art results in many image recognition tasks. While their structure makes predictions invariant to small translations, some recognition tasks requi...