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Stephen Tyree
Stephen Tyree
Verified email at nvidia.com - Homepage
Title
Cited by
Cited by
Year
Pruning convolutional neural networks for resource efficient inference
P Molchanov, S Tyree, T Karras, T Aila, J Kautz
arXiv preprint arXiv:1611.06440, 2016
23632016
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
14242015
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 pattern …, 2019
9482019
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 pattern …, 2016
7322016
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
3452016
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
3212016
Non-linear metric learning
D Kedem, S Tyree, F Sha, G Lanckriet, KQ Weinberger
Advances in neural information processing systems 25, 2012
2742012
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, 2019
2652019
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
2082011
Learning with marginalized corrupted features
L Maaten, M Chen, S Tyree, K Weinberger
International Conference on Machine Learning, 410-418, 2013
2012013
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 Pattern …, 2018
1972018
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 knowledge …, 2016
1382016
Learning robotic tasks using one or more neural networks
J Tremblay, S Birchfield, S Tyree, T To, J Kautz, A Molchanov
US Patent 11,941,719, 2024
1202024
Online detection and classification of dynamic gestures with recurrent convolutional neural networks
P Molchanov, X Yang, S De Mello, K Kim, SW Tyree, J Kautz
US Patent 10,157,309, 2018
922018
GA3C: GPU-based A3C for deep reinforcement learning
M Babaeizadeh, I Frosio, S Tyree, J Clemons, J Kautz
CoRR abs/1611.06256, 2016
892016
Stochastic neighbor compression
M Kusner, S Tyree, K Weinberger, K Agrawal
International conference on machine learning, 622-630, 2014
882014
Compressing convolutional neural networks
W Chen, JT Wilson, S Tyree, KQ Weinberger, Y Chen
arXiv preprint arXiv:1506.04449, 2015
742015
Bundlesdf: Neural 6-dof tracking and 3d reconstruction of unknown objects
B Wen, J Tremblay, V Blukis, S Tyree, T Müller, A Evans, D Fox, J Kautz, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
732023
Megapose: 6d pose estimation of novel objects via render & compare
Y Labbé, L Manuelli, A Mousavian, S Tyree, S Birchfield, J Tremblay, ...
arXiv preprint arXiv:2212.06870, 2022
732022
6-DoF pose estimation of household objects for robotic manipulation: An accessible dataset and benchmark
S Tyree, J Tremblay, T To, J Cheng, T Mosier, J Smith, S Birchfield
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
652022
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