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Generating Safe Diversity in NLG via Imitation Learning

Apr 29, 2020
Giulio Zhou, Gerasimos Lampouras

* 10 pages, 5 figures, 5 tables 

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Accelerating Deep Learning by Focusing on the Biggest Losers

Oct 02, 2019
Angela H. Jiang, Daniel L. -K. Wong, Giulio Zhou, David G. Andersen, Jeffrey Dean, Gregory R. Ganger, Gauri Joshi, Michael Kaminksy, Michael Kozuch, Zachary C. Lipton, Padmanabhan Pillai

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Scaling Video Analytics on Constrained Edge Nodes

May 24, 2019
Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya R. Dulloor

* This paper is an extended version of a paper with the same title published in the 2nd SysML Conference, SysML '19 (Canel et. al., 2019) 

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EDF: Ensemble, Distill, and Fuse for Easy Video Labeling

Dec 10, 2018
Giulio Zhou, Subramanya Dulloor, David G. Andersen, Michael Kaminsky

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Clipper: A Low-Latency Online Prediction Serving System

Feb 28, 2017
Daniel Crankshaw, Xin Wang, Giulio Zhou, Michael J. Franklin, Joseph E. Gonzalez, Ion Stoica

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