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cs.CV2023
Spectral Batch Normalization: Normalization in the Frequency Domain
Rinor Cakaj, Jens Mehnert, Bin Yang
Regularization is a set of techniques that are used to improve the generalization ability of deep neural networks. In this paper, we introduce spectral batch normalization (SBN), a…
cs.LG2023
Weight Compander: A Simple Weight Reparameterization for Regularization
Rinor Cakaj, Jens Mehnert, Bin Yang
Regularization is a set of techniques that are used to improve the generalization ability of deep neural networks. In this paper, we introduce weight compander (WC), a novel effect…