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PathNet

  • Super neural network
  • Evolved sub-models from a larger set of parameters
  • Multitask learning
  • No catastrophic forgetting
  • Embedded transfer learning


Who cites PathNet?

EPANN - Evolved Plastic Artificial Neural Networks Mentions pathnet as an example of where evolution were used to train a network on multiple tasks. "While these results were only possible through significant computational resources, they demonstrate the potential of combining evolution and deep learning approaches.

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