Virtual Adversarial Training in Feature Space to Improve Unsupervised Video Domain Adaptation

Artjoms Gorpincenko, Geoffrey French, Michal Mackiewicz

Virtual Adversarial Training has recently seen a lot of success in semi-supervised learning, as well as unsupervised Domain Adaptation. However, so far it has been used on input sa…