Conditional Computation for Continual Learning

16 Jun 2019Min LinJie FuYoshua Bengio

Catastrophic forgetting of connectionist neural networks is caused by the global sharing of parameters among all training examples. In this study, we analyze parameter sharing under the conditional computation framework where the parameters of a neural network are conditioned on each input example... (read more)

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