Extracting and Composing Robust Features with Denoising Autoencoders Pascal Vincent vincentp@iro.umontreal.ca Hugo Larochelle larocheh@iro.umontreal.ca Yoshua Bengio bengioy@iro.umontreal.ca Pierre-Antoine Manzagol manzagop@iro.umontreal.ca Universit´eExtracting and Composing Robust Features with Denoising Autoencoders Pascal Vincent vincentp@iro.umontreal.ca Hugo Larochelle larocheh@iro.umontreal.ca Yoshua Bengio bengioy@iro.umontreal.ca Pierre-Antoine Manzagol manzagop@iro.umontreal.ca Universit´e de Montr´eal, Dept. IRO, CP 6128, Succ. Centre-Ville, Montral, Qubec, H3C 3J7, Canada Abstract Previous work has shown that the difficul- ties in le
