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Volodymyr Mnih, Ph.D.

Affiliations: 
2013 University of Toronto, Toronto, ON, Canada 
Area:
machine learning
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"Volodymyr Mnih"
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Geoffrey E. Hinton grad student 2013 University of Toronto
 (Machine Learning for Aerial Image Labeling.)

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Publications

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Mnih V, Kavukcuoglu K, Silver D, et al. (2015) Human-level control through deep reinforcement learning. Nature. 518: 529-33
Ranzato M, Mnih V, Susskind JM, et al. (2013) Modeling natural images using gated MRFs. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2206-22
Ranzato M, Mnih V, Susskind JM, et al. (2013) Modeling Natural Images Using Gated MRFs. Ieee Transactions On Pattern Analysis and Machine Intelligence
Ranzato M, Susskind J, Mnih V, et al. (2011) On deep generative models with applications to recognition Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2857-2864
Mnih V, Hinton GE. (2010) Learning to detect roads in high-resolution aerial images Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6316: 210-223
He X, Zemel RS, Mnih V. (2006) Topological map learning from outdoor image sequences Journal of Field Robotics. 23: 1091-1104
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