Inability of spatial transformations of CNN feature maps to support invariant recognition

Ylva Jansson, Maksim Maydanskiy, Lukas Finnveden +1

A large number of deep learning architectures use spatial transformations of CNN feature maps or filters to better deal with variability in object appearance caused by natural imag…