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Proceedings of the National Academy of Sciences· 2017Q1

Overcoming catastrophic forgetting in neural networks

James Kirkpatrick, Razvan Pascanu, Neil C. Rabinowitz, Joel Veness et al.

Short summary

A new method selectively slows learning on important weights, enabling neural networks to retain expertise on previously learned tasks without forgetting.

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Field: Artificial Intelligence

Artificial IntelligenceComputer Science