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Joseph Gonzalez

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Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video

Sep 07, 2018
Samvit Jain, Xin Wang, Joseph Gonzalez

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Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld

Mar 24, 2018
Sicheng Zhao, Bichen Wu, Joseph Gonzalez, Sanjit A. Seshia, Kurt Keutzer

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Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions

Dec 03, 2017
Bichen Wu, Alvin Wan, Xiangyu Yue, Peter Jin, Sicheng Zhao, Noah Golmant, Amir Gholaminejad, Joseph Gonzalez, Kurt Keutzer

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Hemingway: Modeling Distributed Optimization Algorithms

Feb 20, 2017
Xinghao Pan, Shivaram Venkataraman, Zizheng Tai, Joseph Gonzalez

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MLI: An API for Distributed Machine Learning

Oct 25, 2013
Evan R. Sparks, Ameet Talwalkar, Virginia Smith, Jey Kottalam, Xinghao Pan, Joseph Gonzalez, Michael J. Franklin, Michael I. Jordan, Tim Kraska

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Distributed GraphLab: A Framework for Machine Learning in the Cloud

Apr 26, 2012
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein

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GraphLab: A Distributed Framework for Machine Learning in the Cloud

Jul 05, 2011
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin

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GraphLab: A New Framework for Parallel Machine Learning

Jun 25, 2010
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein

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