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Contractive Autoencoder (CAE) The reasoning behind a contractive autoencoder, proposed by Rifai et al. [90], is to produce the autoencoders robust of smaller improvements inside the training dataset. In its aim functionality, a CAE involves an explicit regularizer that forces the model to know an encoding that is robust to compact modifications in