SpaceNet: Make Free Space For Continual Learning
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DOI: 10.1016/j.neucom.2021.01.078
Abstract: The continual learning (CL) paradigm aims to enable neural networks to learn tasks continually in a sequential fashion. The fundamental challenge in this learning paradigm is catastrophic forgetting previously learned tasks when the model is… read more here.
Keywords: continual learning; learning; capacity; spacenet ... See more keywords