Learning Generalized Transformation Equivariant Representations via Autoencoding Transformations

Guo-Jun Qi, Liheng Zhang, Xiao Wang

Transformation Equivariant Representations (TERs) aim to capture the intrinsic visual structures that equivary to various transformations by expanding the notion of {\em translatio…