Gradient Episodic Memory for Continual Learning

David Lopez-Paz, Marc'Aurelio Ranzato

Neural Information Processing Systems 

One major obstacle towards AI is the poor ability of models to solve new problems quicker, and without forgetting previously acquired knowledge.

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