Batch Normalization Explained
Published in arXiv (Cornell University) • Sep 29, 2022
Authors:,
Randall Balestriero
Richard G. Baraniuk
Abstract
A critically important, ubiquitous, and yet poorly understood ingredient in modern deep networks (DNs) is batch normalization (BN), which centers and normalizes the feature maps. To date, only limited progress has been made understanding why BN boosts DN learning and inference performance; work has ...
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