Revisiting Gradient Episodic Memory for Continual Learning

no code implementations • 25 Sep 2019 • Zhiyi Chen, Tong Lin*

Gradient Episodic Memory (GEM) is an effective model for continual learning, where each gradient update for the current task is formulated as a quadratic program problem with inequality constraints that alleviate catastrophic forgetting of previous tasks.

Continual Learning Transfer Learning