Search Results for author: Guannan Hu

Found 1 papers, 0 papers with code

Gradient Episodic Memory with a Soft Constraint for Continual Learning

no code implementations16 Nov 2020 Guannan Hu, Wu Zhang, Hu Ding, Wenhao Zhu

Catastrophic forgetting in continual learning is a common destructive phenomenon in gradient-based neural networks that learn sequential tasks, and it is much different from forgetting in humans, who can learn and accumulate knowledge throughout their whole lives.

Continual Learning

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