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Three types of incremental learning

Incrementally learning new information from a non-stationary stream of data, referred to as ‘continual learning’, is a key feature of natural intelligence, but a challenging problem for deep neural networks. In recent years, numerous deep learning methods for continual learning have been proposed, b...

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Detalles Bibliográficos
Autores principales: van de Ven, Gido M., Tuytelaars, Tinne, Tolias, Andreas S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9771807/
https://www.ncbi.nlm.nih.gov/pubmed/36567959
http://dx.doi.org/10.1038/s42256-022-00568-3