An Empirical Study of Example Forgetting during Deep Neural Network LearningEI

    Remi Tachet des Combes
    Remi Tachet des Combes
    Adam Trischler
    Adam Trischler
    Cited by: 16|Bibtex|39|

    ICLR, Volume abs/1812.051592019,

    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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