Therefore, this paper proposes a deep clustering algorithm based on contractive autoencoder and self-paced learning. In the pre-training stage, robust features are learned by using a trained ...

Autoencoders: MILA first became involved in the deep learning revolution by introducing the stacked denoising autoencoder. MILA has also invented contractive autoencoders and generative stochastic ...