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Structured Compression by Unstructured Pruning for Sparse Quantized Neural Networks


May 24, 2019
Se Jung Kwon, Dongsoo Lee, Byeongwook Kim, Parichay Kapoor, Baeseong Park, Gu-Yeon Wei


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Network Pruning for Low-Rank Binary Indexing


May 14, 2019
Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Parichay Kapoor, Gu-Yeon Wei


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Cloud No Longer a Silver Bullet, Edge to the Rescue


Feb 15, 2018
Yuhao Zhu, Gu-Yeon Wei, David Brooks


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Weightless: Lossy Weight Encoding For Deep Neural Network Compression


Nov 13, 2017
Brandon Reagen, Udit Gupta, Robert Adolf, Michael M. Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David Brooks


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Fathom: Reference Workloads for Modern Deep Learning Methods


Aug 23, 2016
Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David Brooks

* Proceedings of the IEEE International Symposium on Workload Characterization, 2016 

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