An Empirical Study of Example Forgetting during Deep Neural Network Learning

ICLR, Volume abs/1812.05159, 2019.

Cited by: 63|Views196
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Abstract:

Inspired by the phenomenon of catastrophic forgetting, we investigate the learning dynamics of neural networks as they train on single classification tasks. Our goal is to understand whether a related phenomenon occurs when data does not undergo a clear distributional shift. We define a `forgetting eventu0027 to have occurred when an indi...More

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