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All publications by Yann L. Cun
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Regularization of Neural Networks using DropConnect
Li Wan, Matthew Zeiler, Sixin Zhang, Yann L. Cun and Rob Fergus
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Structured sparse coding via lateral inhibition
Arthur D. Szlam, Karol Gregor and Yann L. Cun
Advances in Neural Information Processing Systems 24, 2011


Regularized estimation of image statistics by Score Matching
Diederik P. Kingma and Yann L. Cun
Advances in Neural Information Processing Systems 23, 2010


Learning Convolutional Feature Hierarchies for Visual Recognition
Koray Kavukcuoglu, Pierre Sermanet, Y-lan Boureau, Karol Gregor, Michael Mathieu and Yann L. Cun
Advances in Neural Information Processing Systems 23, 2010


Sparse Feature Learning for Deep Belief Networks
Marc'aurelio Ranzato, Y-lan Boureau and Yann L. Cun
Advances in Neural Information Processing Systems 20, 2007


Efficient Learning of Sparse Representations with an Energy-Based Model
Marc'aurelio Ranzato, Christopher Poultney, Sumit Chopra and Yann L. Cun
Advances in Neural Information Processing Systems 19, 2006


Off-Road Obstacle Avoidance through End-to-End Learning
Urs Muller, Jan Ben, Eric Cosatto, Beat Flepp and Yann L. Cun
Advances in Neural Information Processing Systems 18, 2005


Synergistic Face Detection and Pose Estimation with Energy-Based Models
Margarita Osadchy, Matthew L. Miller and Yann L. Cun
Advances in Neural Information Processing Systems 17, 2004


Large Scale Online Learning
Léon Bottou and Yann L. Cun
Advances in Neural Information Processing Systems 16, 2003


Real Time Voice Processing with Audiovisual Feedback: Toward Autonomous Agents with Perfect Pitch
Lawrence K. Saul, Daniel D. Lee, Charles L. Isbell and Yann L. Cun
Advances in Neural Information Processing Systems 15, 2002