Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks

Bernd Prach, Christoph H. Lampert

It is a highly desirable property for deep networks to be robust against small input changes. One popular way to achieve this property is by designing networks with a small Lipschi…