Sudhir P. Mudur

Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning

2023 · arXiv (Cornell University)

In Continual learning (CL) balancing effective adaptation while combating catastrophic forgetting is a central challenge. Many of the recent best-performing methods utilize various forms of prior task data, e.g. a replay buffer, to tackle the …