Stable Distribution Alignment Using the Dual of the Adversarial Distance

Ben Usman, Kate Saenko, Brian Kulis

Methods that align distributions by minimizing an adversarial distance between them have recently achieved impressive results. However, these approaches are difficult to optimize w…