Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning

Soobee Lee, Minindu Weerakoon, Jonghyun Choi +3

Continual Learning (CL) is an emerging machine learning paradigm that aims to learn from a continuous stream of tasks without forgetting knowledge learned from the previous tasks.…