Regularized Autoencoders for Isometric Representation Learning

Yonghyeon Lee, Sangwoong Yoon, MinJun Son, Frank Chongwoo Park

Abstract: The recent success of autoencoders for representation learning can be traced in large part to the addition of a regularization term. Such regularized autoencoders ``constrain" the representation so...