Stephen Tyree
Stephen Tyree
Verified email at nvidia.com - Homepage
Title
Cited by
Cited by
Year
Compressing neural networks with the hashing trick
W Chen, J Wilson, S Tyree, K Weinberger, Y Chen
International conference on machine learning, 2285-2294, 2015
9962015
Pruning convolutional neural networks for resource efficient inference
P Molchanov, S Tyree, T Karras, T Aila, J Kautz
arXiv preprint arXiv:1611.06440, 2016
9072016
Online detection and classification of dynamic hand gestures with recurrent 3d convolutional neural network
P Molchanov, X Yang, S Gupta, K Kim, S Tyree, J Kautz
Proceedings of the IEEE conference on computer vision and patterná…, 2016
3962016
Non-linear metric learning
D Kedem, S Tyree, F Sha, GR Lanckriet, KQ Weinberger
Advances in neural information processing systems, 2582-2590, 2012
2372012
Pruning convolutional neural networks for resource efficient transfer learning
P Molchanov, S Tyree, T Karras, T Aila, J Kautz
arXiv preprint arXiv:1611.06440 3, 2016
2312016
Importance estimation for neural network pruning
P Molchanov, A Mallya, S Tyree, I Frosio, J Kautz
Proceedings of the IEEE/CVF Conference on Computer Vision and Patterná…, 2019
1952019
Learning with marginalized corrupted features
L Maaten, M Chen, S Tyree, K Weinberger
International Conference on Machine Learning, 410-418, 2013
1832013
Parallel boosted regression trees for web search ranking
S Tyree, KQ Weinberger, K Agrawal, J Paykin
Proceedings of the 20th international conference on World wide web, 387-396, 2011
1702011
Reinforcement learning through asynchronous advantage actor-critic on a gpu
M Babaeizadeh, I Frosio, S Tyree, J Clemons, J Kautz
arXiv preprint arXiv:1611.06256, 2016
1402016
Improving landmark localization with semi-supervised learning
S Honari, P Molchanov, S Tyree, P Vincent, C Pal, J Kautz
Proceedings of the IEEE Conference on Computer Vision and Patterná…, 2018
1122018
Exact Gaussian processes on a million data points
K Wang, G Pleiss, J Gardner, S Tyree, KQ Weinberger, AG Wilson
Advances in Neural Information Processing Systems 32, 14648-14659, 2019
982019
Compressing convolutional neural networks in the frequency domain
W Chen, J Wilson, S Tyree, KQ Weinberger, Y Chen
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledgeá…, 2016
762016
Stochastic neighbor compression
M Kusner, S Tyree, K Weinberger, K Agrawal
International Conference on Machine Learning, 622-630, 2014
742014
Compressing convolutional neural networks
W Chen, JT Wilson, S Tyree, KQ Weinberger, Y Chen
arXiv preprint arXiv:1506.04449, 2015
642015
Globally-optimal inlier set maximisation for simultaneous camera pose and feature correspondence
D Campbell, L Petersson, L Kneip, H Li
Proceedings of the IEEE International Conference on Computer Vision, 1-10, 2017
482017
GA3C: GPU-based A3C for deep reinforcement learning
M Babaeizadeh, I Frosio, S Tyree, J Clemons, J Kautz
CoRR abs/1611.06256, 2016
482016
Qualitative and quantitative analytical techniques for network security assessment
K Clark, S Tyree, J Dawkins, J Hale
Proceedings from the Fifth Annual IEEE SMC Information Assurance Workshopá…, 2004
382004
A lightweight approach for on-the-fly reflectance estimation
K Kim, J Gu, S Tyree, P Molchanov, M Nie▀ner, J Kautz
Proceedings of the IEEE International Conference on Computer Vision, 20-28, 2017
362017
Synthetically trained neural networks for learning human-readable plans from real-world demonstrations
J Tremblay, T To, A Molchanov, S Tyree, J Kautz, S Birchfield
2018 IEEE International Conference on Robotics and Automation (ICRA), 5659-5666, 2018
342018
Parallel support vector machines in practice
S Tyree, JR Gardner, KQ Weinberger, K Agrawal, J Tran
arXiv preprint arXiv:1404.1066, 2014
262014
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