Volodymyr Mnih, Ph.D. - Publications
Affiliations: | 2013 | University of Toronto, Toronto, ON, Canada |
Area:
machine learningYear | Citation | Score | |||
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2015 | Mnih V, Kavukcuoglu K, Silver D, Rusu AA, Veness J, Bellemare MG, Graves A, Riedmiller M, Fidjeland AK, Ostrovski G, Petersen S, Beattie C, Sadik A, Antonoglou I, King H, et al. Human-level control through deep reinforcement learning. Nature. 518: 529-33. PMID 25719670 DOI: 10.1038/Nature14236 | 0.693 | |||
2013 | Ranzato M, Mnih V, Susskind JM, Hinton GE. Modeling natural images using gated MRFs. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2206-22. PMID 23868780 DOI: 10.1109/Tpami.2013.29 | 0.66 | |||
2013 | Ranzato M, Mnih V, Susskind JM, Hinton GE. Modeling Natural Images Using Gated MRFs. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 23358281 | 0.796 | |||
2011 | Ranzato M, Susskind J, Mnih V, Hinton G. On deep generative models with applications to recognition Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2857-2864. DOI: 10.1109/CVPR.2011.5995710 | 0.632 | |||
2010 | Mnih V, Hinton GE. 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. DOI: 10.1007/978-3-642-15567-3_16 | 0.697 | |||
2006 | He X, Zemel RS, Mnih V. Topological map learning from outdoor image sequences Journal of Field Robotics. 23: 1091-1104. DOI: 10.1002/Rob.20170 | 0.686 | |||
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