Cognitively-Inspired Model for Incremental Learning Using a Few Examples

27 Feb 2020Ali AyubAlan Wagner

Incremental learning attempts to develop a classifier which learns continuously from a stream of data segregated into different classes. Deep learning approaches suffer from catastrophic forgetting when learning classes incrementally, while most incremental learning approaches require a large amount of training data per class... (read more)

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