Robust Continual Learning through a Comprehensively Progressive Bayesian Neural Network

Guo Yang, Cheryl Sze Yin Wong, Ramasamy Savitha

This work proposes a comprehensively progressive Bayesian neural network for robust continual learning of a sequence of tasks. A Bayesian neural network is progressively pruned and…