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Regularization of Contractive Autoencoder is imposed on

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Contractive autoencoder is another regularization technique like sparse autoencoders and denoising autoencoders. ... CAE is a better CHOICE than denoising autoencoder to learn USEFUL FEATURE extraction. Penalty term generates mapping which are strongly contracting the DATA and hence the name contractive autoencoder.

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