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Dec, 2023
持续学习中的标签延迟
Label Delay in Continual Learning
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Botos Csaba, Wenxuan Zhang, Matthias Müller, Ser-Nam Lim, Mohamed Elhoseiny...
TL;DR
在线连续学习(online continual learning)对标注延迟(label delay)的处理提出了新的连续学习框架,通过模拟不同时间步长间的未标注数据和标签的延迟关系,引入简单高效的基线方法,在不显著增加计算复杂性的情况下,成功弥合了由于标注延迟引起的准确性下降。
Abstract
online continual learning
, the process of training models on streaming data, has gained increasing attention in recent years. However, a critical aspect often overlooked is the
label delay
, where new data may not
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