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May, 2024
克服在线连续学习中的领域漂移
Overcoming Domain Drift in Online Continual Learning
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Fan Lyu, Daofeng Liu, Linglan Zhao, Zhang Zhang, Fanhua Shang...
TL;DR
本文提出了一种名为Drift-Reducing Rehearsal (DRR)的新型排练策略,以减轻连续领域漂移并在在线持续学习中实现最先进的性能。
Abstract
online continual learning
(OCL) empowers machine learning models to acquire new knowledge online across a sequence of tasks. However, OCL faces a significant challenge:
catastrophic forgetting
, wherein the model
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