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Jan, 2023
流式终身学习及任意时间推理
Streaming LifeLong Learning With Any-Time Inference
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Soumya Banerjee, Vinay Kumar Verma, Vinay P. Namboodiri
TL;DR
在动态环境中,在线、单通、类增的情况下,我们利用基于贝叶斯的框架和在线内存回访的有效方法来解决这个挑战性的 lifelong learning 问题,并在实验证明了我们的方法超越了此前的研究成果。
Abstract
Despite rapid advancements in
lifelong learning
(LLL) research, a large body of research mainly focuses on improving the performance in the existing \textit{static}
continual learning
(CL) setups. These methods l
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