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Silver Professor; Professor of Computer Science, Neural Science
PhD 1987, (Computer Science), Université Pierre et Marie Curie, Paris; Diplôme d'Etudes Approfondies (DEA) 1984, Université Pierre et Marie Curie, Paris; Diplôme d'Ingénieur 1983, Ecole Superieure d'Ingénieur en Electrotechnique et Electronique (ESIEE), Paris.
Email:
Personal Homepage: http://yann.lecun.com/
Research Interests: Machine Learning, computer vision, mobile robotics, and digital libraries.
Selected Works:
R. Hadsell, S. Chopra, Y. LeCun, "Dimensionality Reduction by Learning an Invariant Mapping," in Proc. of Computer Vision and Pattern Recognition Conference (CVPR 2006), 2006.
F.-J. Huang, Y. LeCun, "Large-Scale Learning with SVM and Convolutional Nets for Generic Object Categorization" in Proc. of Computer Vision and Pattern Recognition Conference (CVPR 2006), 2006.
Y. LeCun, U. Muller, J. Ben, E. Cosatto, and B. Flepp, "Off-Road Obstacle Avoidance through End-to-End Learning," in Advances in Neural Information Processing Systems (NIPS 2005), 2005.
Feng Ning, Damien Delhomme, Yann LeCun, Fabio Piano, Leon Bottou, and Paolo Barbano, "Toward Automatic Phenotyping of Developing Embryos from Videos," IEEE Transactions on Image Processing, vol. 14, no. 9, pp. 1360-1371, Sep. 2005.
Sumit Chopra, Raia Hadsell, and Yann LeCun, "Learning a Similarity Metric Discriminatively, with Application to Face Verificatio," in Proc. of Computer Vision and Pattern Recognition Conference, 2005.
Yann LeCun and Fu Jie Huang, "Loss Functions for Discriminative Training of Energy-Based Models," in Proc. of the 10-th International Workshop on Artificial Intelligence and Statistics (AIStats'05) , 2005.
R. Osadchy, M. Miller, and Y. LeCun, "Synergistic Face Detection and Pose Estimation with Energy-Based Model," in Advances in Neural Information Processing Systems (NIPS 2004), 2005.
Leon Bottou and Yann LeCun, "Graph Transformer Networks for Image Recognition," in Proceedings of ISI, 2005.
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