Ruslan Salakhutdinov

Affiliations: 
University of Toronto, Toronto, ON, Canada 
Area:
computer vision
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"Ruslan Salakhutdinov"
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Publications

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Zhu Y, Kiros R, Zemel R, et al. (2016) Aligning books and movies: Towards story-like visual explanations by watching movies and reading books Proceedings of the Ieee International Conference On Computer Vision. 11: 19-27
Lake BM, Salakhutdinov R, Tenenbaum JB. (2015) Human-level concept learning through probabilistic program induction. Science (New York, N.Y.). 350: 1332-8
Salakhutdinov R. (2015) Learning Deep Generative Models Annual Review of Statistics and Its Application. 2: 361-385
Burda Y, Grosse RB, Salakhutdinov R. (2015) Accurate and conservative estimates of MRF log-likelihood using reverse annealing Journal of Machine Learning Research. 38: 102-110
Hjelm RD, Calhoun VD, Salakhutdinov R, et al. (2014) Restricted Boltzmann machines for neuroimaging: an application in identifying intrinsic networks. Neuroimage. 96: 245-60
Srivastava N, Salakhutdinov R. (2014) Multimodal learning with Deep Boltzmann Machines Journal of Machine Learning Research. 15: 2949-2980
Kiros R, Zemel RS, Salakhutdinov R. (2014) A multiplicative model for learning distributed text-based attribute representations Advances in Neural Information Processing Systems. 3: 2348-2356
Kiros R, Salakhutdinov R, Zemel R. (2014) Multimodal neural language models 31st International Conference On Machine Learning, Icml 2014. 3: 2012-2025
Tang Y, Srivastava N, Salakhutdinov R. (2014) Learning generative models with visual attention Advances in Neural Information Processing Systems. 2: 1808-1816
Srivastava N, Hinton G, Krizhevsky A, et al. (2014) Dropout: A simple way to prevent neural networks from overfitting Journal of Machine Learning Research. 15: 1929-1958
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