BatchNorm does not consistently change CNN representation sparsity, but it tends to produce purer class-based clusters than training without it.
Sharpness-aware minimization for efficiently improving generalization
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Impact of Batch Normalization on Convolutional Network Representations
BatchNorm does not consistently change CNN representation sparsity, but it tends to produce purer class-based clusters than training without it.