covariate shift现象的解释

时间 2021-01-05

标签迁移学习机器学习繁體版

原文原文链接

一、什么是covariate shift？在论文中经常碰到covariate shift这个词，网上相关的中文解释比较少。你可能会在介绍深度学习Batch Normalization方法的论文到中看到covariate shift这个词，并且所有看过这篇论文的或者实际做过工程的人，都知道BN这种归一化手段很好用，可以避免covariate shift 那么covariate shift到底是什么

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1. Covariate shift and batch normalization
2. Internal Covariate Shift与Normalization
3. Batch Normalization和Internal Covariate Shift
4. 深度学习——Internal Covariate Shift与Normalization
5. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift 论文解读
6. Accelerating Deep Network Training by Reducing Internal Covariate Shift-BN归一化解读
7. Batch normalization:accelerating deep network training by reducing internal covariate shift的笔记
8. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift 论文翻译（转）
9. 《Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift》论文笔记
10. Batch Normalization: Accelerating Deep Network Training byReducing Internal Covariate Shift论文学习
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1. Covariate shift and batch normalization
2. Internal Covariate Shift与Normalization
3. Batch Normalization和Internal Covariate Shift
4. 深度学习——Internal Covariate Shift与Normalization
5. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift 论文解读
6. Accelerating Deep Network Training by Reducing Internal Covariate Shift-BN归一化解读
7. Batch normalization:accelerating deep network training by reducing internal covariate shift的笔记
8. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift 论文翻译（转）
9. 《Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift》论文笔记
10. Batch Normalization: Accelerating Deep Network Training byReducing Internal Covariate Shift论文学习

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