Vinod Nair
Vinod Nair
Research Scientist, DeepMind
Verified email at google.com
TitleCited byYear
Rectified linear units improve restricted boltzmann machines
V Nair, GE Hinton
Proceedings of the 27th international conference on machine learning (ICML …, 2010
85692010
3D object recognition with deep belief nets
V Nair, GE Hinton
Advances in neural information processing systems, 1339-1347, 2009
3552009
The cifar-10 dataset
A Krizhevsky, V Nair, G Hinton
online: http://www. cs. toronto. edu/kriz/cifar. html 55, 2014
2592014
An unsupervised, online learning framework for moving object detection
V Nair, JJ Clark
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision …, 2004
1582004
Cifar-10 (canadian institute for advanced research)
A Krizhevsky, V Nair, G Hinton
URL http://www. cs. toronto. edu/kriz/cifar. html 8, 2010
1372010
Automated visual surveillance using hidden markov models
VNJJ Clark
International Conference on Vision Interface, 88-93, 2002
1002002
Learning hierarchical similarity metrics
N Verma, D Mahajan, S Sellamanickam, V Nair
2012 IEEE conference on computer vision and pattern recognition, 2280-2287, 2012
982012
Implicit mixtures of restricted Boltzmann machines
V Nair, GE Hinton
Advances in neural information processing systems, 1145-1152, 2009
912009
Medusa: Metamorphic malware dynamic analysis usingsignature from api
VP Nair, H Jain, YK Golecha, MS Gaur, V Laxmi
Proceedings of the 3rd International Conference on Security of Information …, 2010
872010
A joint learning framework for attribute models and object descriptions
D Mahajan, S Sellamanickam, V Nair
2011 International Conference on Computer Vision, 1227-1234, 2011
822011
Cifar-10 and cifar-100 datasets
A Krizhevsky, V Nair, G Hinton
URl: https://www. cs. toronto. edu/kriz/cifar. html 6, 2009
802009
Inferring motor programs from images of handwritten digits
V Nair, GE Hinton
Advances in neural information processing systems, 515-522, 2006
772006
An FPGA-based people detection system
V Nair, PO Laprise, JJ Clark
EURASIP Journal on Advances in Signal Processing 2005 (7), 272174, 2005
622005
Proceedings of the 27th international conference on machine learning (ICML-10)
V Nair, GE Hinton
Omnipress, 2010
612010
Mimicking go experts with convolutional neural networks
I Sutskever, V Nair
International Conference on Artificial Neural Networks, 101-110, 2008
392008
Analysis-by-synthesis by learning to invert generative black boxes
V Nair, J Susskind, GE Hinton
International Conference on Artificial Neural Networks, 971-981, 2008
362008
Advances in Neural Information Processing Systems 15
G Hinton, S Roweis
MIT Press, Cambridge, 2003
292003
Learning a hierarchical monitoring system for detecting and diagnosing service issues
V Nair, A Raul, S Khanduja, V Bahirwani, Q Shao, S Sellamanickam, ...
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
152015
Lateral movement detection
RSS Kumar, NSK Vu, M DiPlacido, V Nair, A Das, M Swann, K Selvaraj, ...
US Patent 9,591,006, 2017
102017
Visual object recognition using generative models of images
V Nair
University of Toronto, 2010
62010
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