Ranzato, Marc'Aurelio

15 publications

ICLR 2017 Dialogue Learning with Human-in-the-Loop Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston

ICLR 2017 Learning Through Dialogue Interactions by Asking Questions Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston

ICLR 2016 Sequence Level Training with Recurrent Neural Networks Marc'Aurelio Ranzato, Sumit Chopra, Michael Auli, Wojciech Zaremba

ICLR 2015 Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews Grégoire Mesnil, Tomás Mikolov, Marc'Aurelio Ranzato, Yoshua Bengio

ICLR 2015 Learning Longer Memory in Recurrent Neural Networks Tomás Mikolov, Armand Joulin, Sumit Chopra, Michaël Mathieu, Marc'Aurelio Ranzato

ICLR 2014 Learning Factored Representations in a Deep Mixture of Experts David Eigen, Marc'Aurelio Ranzato, Ilya Sutskever

ICLR 2014 Multi-GPU Training of ConvNets Omry Yadan, Keith Adams, Yaniv Taigman, Marc'Aurelio Ranzato

ICML 2012 Building High-Level Features Using Large Scale Unsupervised Learning Quoc V. Le, Marc'Aurelio Ranzato, Rajat Monga, Matthieu Devin, Greg Corrado, Kai Chen, Jeffrey Dean, Andrew Y. Ng

ICML 2011 On Autoencoders and Score Matching for Energy Based Models Kevin Swersky, Marc'Aurelio Ranzato, David Buchman, Benjamin M. Marlin, Nando de Freitas

CVPR 2011 On Deep Generative Models with Applications to Recognition Marc'Aurelio Ranzato, Joshua M. Susskind, Volodymyr Mnih, Geoffrey E. Hinton

CVPR 2010 Modeling Pixel Means and Covariances Using Factorized Third-Order Boltzmann Machines Marc'Aurelio Ranzato, Geoffrey E. Hinton

CVPR 2009 Learning Invariant Features Through Topographic Filter Maps Koray Kavukcuoglu, Marc'Aurelio Ranzato, Rob Fergus, Yann LeCun

ICCV 2009 What Is the Best Multi-Stage Architecture for Object Recognition? Kevin Jarrett, Koray Kavukcuoglu, Marc'Aurelio Ranzato, Yann LeCun

ICML 2008 Semi-Supervised Learning of Compact Document Representations with Deep Networks Marc'Aurelio Ranzato, Martin Szummer

CVPR 2007 Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition Marc'Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau, Yann LeCun