Online continual learning with no task boundaries

    Min Lin
    Min Lin
    Baptiste Goujaud
    Baptiste Goujaud

    arXiv: Learning, 2019.

    Cited by: 0|Bibtex|Views94|Links
    EI

    Abstract:

    Continual learning is the ability of an agent to learn online with a non-stationary and never-ending stream of data. A key component for such never-ending learning process is to overcome the catastrophic forgetting of previously seen data, a problem that neural networks are well known to suffer from. The solutions developed so far often r...More

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