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Stephen Tyree | Researchclopedia

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Stephen Tyree

61

Works

5,139

Citations

25

h-index

33

i10-index

Research Topics

Robotics and Sensor-Based Localization Robot Manipulation and Learning Advanced Neural Network Applications

Affiliations

University of Southern California2018–2018

Nvidia (United Kingdom)2016–2022

United States Military Academy2007–2007

University of Washington2013–2013

Washington University in St. Louis2011–2015

Top Works

Pruning Convolutional Neural Networks for Resource Efficient Inference

Pavlo Molchanov,Stephen Tyree,et al.

20161,205 citations

Human Pose and Action Recognition

Advanced Vision and Imaging

Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks

Pavlo Molchanov,Xiaodong Yang,et al.

2016666 citations

Compressing Neural Networks with the Hashing Trick

Wenlin Chen,James T. Wilson,et al.

2015565 citations

Compressing Neural Networks with the Hashing Trick

Wenlin Chen,James T. Wilson,et al.

2015450 citations

Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning.

Pavlo Molchanov,Stephen Tyree,et al.

2016310 citations

Pruning Convolutional Neural Networks for Resource Efficient Inference

Pavlo Molchanov,Stephen Tyree,et al.

2016251 citations

Reinforcement Learning through Asynchronous Advantage Actor-Critic on a\n GPU

Mohammad Babaeizadeh,Iuri Frosio,et al.

2016174 citations

Parallel boosted regression trees for web search ranking

Stephen Tyree,Kilian Q. Weinberger,et al.

2011164 citations

Non-linear Metric Learning

Dor Kedem,Stephen Tyree,et al.

2012164 citations