2020
Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective
IJCAI 2020poster
Adversarial invariance induction (AII) is a generic and powerful framework for enforcing an invariance to nuisance attributes into neural network representations. However, its optimization is often unstable and little is known about its practical behavior. This paper presents an analysis of the reas…