no code implementations • 29 Sep 2021 • Cuong Manh Nguyen, Le Zhang, Arun Raja, Xun Xu, Balagopal Unnikrishnan, Kangkang Lu, Chuan-Sheng Foo
Label collection is costly in many applications, which poses the need for label-efficient learning.
no code implementations • ICLR 2021 • Kangkang Lu, Cuong Manh Nguyen, Xun Xu, Kiran Chari, Yu Jing Goh, Chuan-Sheng Foo
In this paper, we propose ARMOURED, an adversarially robust training method based on semi-supervised learning that consists of two components.