research
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05/29/2023
SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning
Deep neural networks (DNNs) struggle to learn in dynamic environments si...
research
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06/18/2022
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks
The goal of continual learning (CL) is to learn different tasks over tim...
research
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12/28/2020