Switchable Normalization

Feb 18, 2019
Go to Project Site PDF Code

Details can be found in the above Github repository. Please also read this blog and the talk in Chinese.

Deep Learning MetaLearning UnderstandDL
Ping Luo
Ping Luo
Associate Professor, Computer Science, The University of Hong Kong

My research interests include deep learning, computer vision, and artificial intelligence.

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Talks

Understanding Normalization in Deep Learning

一个卷积层，一个归一化层，一个非线性激活函数一起构成了深度卷积神经网络 (ConvNet)的“原子”结构。通过该基础结构的堆叠，产生了许多应用广泛的神经网络。归一化方法是这些神经网络的重要组成部分之一。本次报告的内容围绕深度学习的归一化方法展开，及其为神经网络带来的正则 …
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Learning-to-Learn-to-Normalize: Algorithms, Applications and Theory

Introduce a new family of normalization methods in Deep Learning.
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Learning-to-Learn-to-Normalize: Algorithms, Applications and Theory