Search Results for author: Kiseok Kwon

Found 2 papers, 1 papers with code

Weight Equalizing Shift Scaler-Coupled Post-training Quantization

no code implementations13 Aug 2020 Jihun Oh, SangJeong Lee, Meejeong Park, Pooni Walagaurav, Kiseok Kwon

As a result, our proposed method achieved a top-1 accuracy of 69. 78% ~ 70. 96% in MobileNets and showed robust performance in varying network models and tasks, which is competitive to channel-wise quantization results.


SqueezeNext: Hardware-Aware Neural Network Design

5 code implementations23 Mar 2018 Amir Gholami, Kiseok Kwon, Bichen Wu, Zizheng Tai, Xiangyu Yue, Peter Jin, Sicheng Zhao, Kurt Keutzer

One of the main barriers for deploying neural networks on embedded systems has been large memory and power consumption of existing neural networks.

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