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No, it's not widely used anymore, although I wouldn't call it rare either. The most popular image CNNs don't use them: ResNets, Inception, VGG, fully convolutio
by argonaut 9y ago
No, it's not widely used anymore, although I wouldn't call it rare either. The most popular image CNNs don't use them: ResNets, Inception, VGG, fully convolutional nets, etc.
The Google query gwern cites is highly misleading because "normalize" in the context of neural nets for computer vision almost always means "subtract the average and then divide by the standard deviation."