IEEE

On Centralization and Unitization of Batch Normalization for Deep ReLU Neural Networks

Abstract: Batch normalization (BN) enhances the training of deep ReLU neural network with a composition of mean centering (centralization) and variance scaling (unitization). Despite the success of BN ...
TheServerSide

Full Git and GitHub tutorial for beginners

Git isn't hard to learn, and when you combine Git and GitHub, you've just made the learning process significantly easier. This two-hour Git and GitHub video tutorial shows you how to get started with ...
IEEE

A Simple Normalization Technique Using Window Statistics to Improve the Out-of-Distribution Generalization on Medical Images

Abstract: Since data scarcity and data heterogeneity are prevailing for medical images, well-trained Convolutional Neural Networks (CNNs) using previous normalization methods may perform poorly when ...
The New York Times

‘Normal’ Review: This Town Is Anything But

Bob Odenkirk plays a sheriff who uncovers a dangerous secret in this hyper-violent, small-town crime caper. By Jeannette Catsoulis When you purchase a ticket for an independently reviewed film through ...