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What is: Regularized Autoencoders?

SourceFrom Variational to Deterministic Autoencoders
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

This method introduces several regularization schemes that can be applied to an Autoencoder. To make the model generative ex-post density estimation is proposed and consists in fitting a Mixture of Gaussian distribution on the train data embeddings after the model is trained.