1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.IT2020★ 1 cited
A Case for Maximal Leakage as a Side Channel Leakage Metric
Benjamin Wu, Aaron B. Wagner, G. Edward Suh
Side channels represent a broad class of security vulnerabilities that have been demonstrated to exist in many applications. Because completely eliminating side channels often lead…
cs.CV2020
Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations
Yichi Zhang, Ritchie Zhao, Weizhe Hua +3
We propose precision gating (PG), an end-to-end trainable dynamic dual-precision quantization technique for deep neural networks. PG computes most features in a low precision and o…
cs.LG2018
Channel Gating Neural Networks
Weizhe Hua, Yuan Zhou, Christopher De Sa +2
This paper introduces channel gating, a dynamic, fine-grained, and hardware-efficient pruning scheme to reduce the computation cost for convolutional neural networks (CNNs). Channe…