2021
Gradient-based Editing of Memory Examples for Online Task-free Continual Learning
NeurIPS 2021poster
We explore task-free continual learning (CL), in which a model is trained to avoid catastrophic forgetting in the absence of explicit task boundaries or identities. Among many efforts on task-free CL, a notable family of approaches are memory-based that store and replay a subset of training examples…