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Jan, 2022
快速学习、慢速学习：基于互补学习系统的一种通用持续学习方法
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System
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Elahe Arani, Fahad Sarfraz, Bahram Zonooz
TL;DR
提出CLS-ER，一种双重记忆体验重放的方法，有助于在学习新知识的同时保留和补充先前的知识记忆，从而实现深度神经网络的持续学习。
Abstract
Humans excel at continually
learning
from an ever-changing environment whereas it remains a challenge for deep
neural networks
which exhibit catastrophic forgetting. The
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