Principal Gradient Direction and Confidence Reservoir Sampling for Continual Learning

Zhiyi Chen, Tong Lin

Task-free online continual learning aims to alleviate catastrophic forgetting of the learner on a non-iid data stream. Experience Replay (ER) is a SOTA continual learning method, w…