Yi-Ming Chan

Compacting, Picking and Growing for Unforgetting Continual Learning

2019 · arXiv (Cornell University)

Continual lifelong learning is essential to many applications. In this paper, we propose a simple but effective approach to continual deep learning. Our approach leverages the principles of deep model compression, critical weights selection, and …