Toward Understanding Catastrophic Forgetting in Continual Learning

Cited by: 17|Bibtex|Views21
Other Links: arxiv.org

Abstract:

We study the relationship between catastrophic forgetting and properties of task sequences. In particular, given a sequence of tasks, we would like to understand which properties of this sequence influence the error rates of continual learning algorithms trained on the sequence. To this end, we propose a new procedure that makes use of ...More

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