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Apr, 2023
AdaNPC: 探索用于测试时间适应的非参数分类器
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation
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Yi-Fan Zhang, Xue Wang, Kexin Jin, Kun Yuan, Zhang Zhang...
TL;DR
本文提出了一种利用非参数分类器实现测试时自适应的方法(AdaNPC),该方法使用具有培训域中特征和标签对的存储器,以动态地适应不同领域的测试集。该方法通过本文进行的广泛数值实验比其他有竞争力的基线方法表现更好。
Abstract
Many recent
machine learning
tasks focus to develop models that can generalize to unseen distributions.
domain generalization
(DG) has become one of the key topics in various fields. Several literatures show that
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