Naeemullah Khan

Continual Learning in Low-rank Orthogonal Subspaces

2020 · arXiv (Cornell University)

In continual learning (CL), a learner is faced with a sequence of tasks, arriving one after the other, and the goal is to remember all the tasks once the continual learning experience is finished. The …