PUBLICATIONS
(see also my Google Scholar page)
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M.D. Zeiler, M. Ranzato, R. Monga, M. Mao, K. Yang, Q.V. Le,
P. Nguyen, A. Senior, V. Vanhoucke, J. Dean, G. Hinton
"On Rectified Linear Units for Speech Processing".
IEEE International Conference on Acoustic Speech and Signal
Processing (ICASSP 2013) Vancouver, 2013.
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J. Dean, G. Corrado, R. Monga, K. Chen, M. Devin, Q. Le, M. Mao,
M. Ranzato, A. Senior, P. Tucker, K. Yang, A. Ng
"
Large Scale Distributed Deep Networks".
Advances in Neural Information Processing Systems 25 (NIPS
2012), Lake Tahoe, 2012.
Workshop Papers
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O. Yadan, K. Adams, Y. Taigman, M. Ranzato
"Multi-GPU Training of
ConvNets".
Workshop at the International Conference on Learning
Representations, 2014.
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E. Hrster, M. Slaney, M. Ranzato, K. Weinberger
"Unsupervised Image
Ranking".
Proceedings of the First ACM workshop on Large-scale multimedia
retrieval and mining, Beijing, 2009.
Selection of Tutorials and Lectures
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A. Graves and M. Ranzato "Unsupervised Deep Learning Tutorial"
NeurIPS 2018.
Patents
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M. Ranzato, K.Q. Weinberger, E. Hoerster, M. Slaney
System and method for improved classification
US Patent 9,639,780 2017
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J. Shlens, Q.V. Le, G.S. Corrado, M. Ranzato
Generating labeled images
US Patent 9,256,807 1 2016
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A.W. Senior, M. Ranzato
Curriculum learning for speech recognition
US Patent 9,202,464
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M. Ranzato
Identifying objects in images
US Patent 9,129,190
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Y. Taigman, M. Yang, M. Ranzato
Systems and methods for facial representation
US Patent App. 14/530,585
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P. Perona, M. Ranzato, R. Flagan
Automatic visual recognition of biological particles
US Patent App. 11/122,575
US Patent 9,202,464
Ph.D. Thesis
"Unsupervised Learning of Feature Hierarchies". New York University, May 2009.
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