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What is: Mode Normalization?

SourceMode Normalization
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Mode Normalization extends normalization to more than a single mean and variance, allowing for detection of modes of data on-the-fly, jointly normalizing samples that share common features. It first assigns samples in a mini-batch to different modes via a gating network, and then normalizes each sample with estimators for its corresponding mode.