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20102026
most citedOvercoming catastrophic forgetting in neural networks

7.8k citations · 21.1k across the 144 of their papers we have counts for

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Showing 2015Show all

2 papers · 1 filter

cs.LG2015★ 83 cited

Policy Distillation

Andrei A. Rusu, Sergio Gomez Colmenarejo, Caglar Gulcehre +6

Policies for complex visual tasks have been successfully learned with deep reinforcement learning, using an approach called deep Q-networks (DQN), but relatively large (task-specif…

stat.ML2015★ 59 cited

Natural Neural Networks

Guillaume Desjardins, Karen Simonyan, Razvan Pascanu +1

We introduce Natural Neural Networks, a novel family of algorithms that speed up convergence by adapting their internal representation during training to improve conditioning of th…