Learning Robust Variational Information Bottleneck with Reference

Weizhu Qian, Bowei Chen, Xiaowei Huang

We propose a new approach to train a variational information bottleneck (VIB) that improves its robustness to adversarial perturbations. Unlike the traditional methods where the ha…