Tyler L. Hayes

Self-Supervised Training Enhances Online Continual Learning

2021 · arXiv (Cornell University)

In continual learning, a system must incrementally learn from a non-stationary data stream without catastrophic forgetting. Recently, multiple methods have been devised for incrementally learning classes on large-scale image classification tasks, such as ImageNet. State-of-the-art …