Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets

Andrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos

The complexity of a learning task is increased by transformations in the input space that preserve class identity. Visual object recognition for example is affected by changes in v…