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Jul, 2022
基于得分的生成建模分类
Classification via score-based generative modelling
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Yongchao Huang
TL;DR
该研究探讨了基于得分函数的梯度学习在判别式和生成式分类设置中的应用。实验表明，该方法适用于数据集的不平衡情况，有效提高了二分类性能。
Abstract
In this work, we investigated the application of
score-based gradient learning
in discriminative and generative classification settings.
score function
can be used to characterize data distribution as an alternat
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