Analyzing noise in autoencoders and deep networks

Ben Poole, Jascha Sohl-Dickstein, Surya Ganguli

Autoencoders have emerged as a useful framework for unsupervised learning of internal representations, and a wide variety of apparently conceptually disparate regularization techni…