Do Deep Networks Transfer Invariances Across Classes?

Allan Zhou, Fahim Tajwar, Alexander Robey +4

To generalize well, classifiers must learn to be invariant to nuisance transformations that do not alter an input's class. Many problems have "class-agnostic" nuisance transformati…