Visualitza Congressos (Departament de Tecnologies de la Informació i les Comunicacions) per autoria "Karatzoglou, Alexandros"

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Overcoming catastrophic forgetting with hard attention to the task

Serrà Julià, Joan; Surís, Dídac; Miron, Marius; Karatzoglou, Alexandros (Proceedings of Machine Learning Research, 2018)

Catastrophic forgetting occurs when a neural network loses the information learned in a previous task after training on subsequent tasks. This problem remains a hurdle for artificial intelligence systems with sequential ...