121 citations · 226 across the 2 of their papers we have counts for
3 papers
cs.NI2021★ 105 cited
RF-Based Human Activity Recognition Using Signal Adapted Convolutional Neural Network
Zhe Chen, Chao Cai, Tianyue Zheng +3
Human Activity Recognition (HAR) plays a critical role in a wide range of real-world applications, and it is traditionally achieved via wearable sensing. Recently, to avoid the bur…
cs.LG2019★ 121 cited
Parameter Efficient Training of Deep Convolutional Neural Networks by Dynamic Sparse Reparameterization
Hesham Mostafa, Xin Wang
Modern deep neural networks are typically highly overparameterized. Pruning techniques are able to remove a significant fraction of network parameters with little loss in accuracy.…
cs.IT2016
Stochastic Online Control for Energy-Harvesting Wireless Networks with Battery Imperfections
Xin Wang, Tianhui Ma, Rongsheng Zhang +1
In energy harvesting (EH) network, the energy storage devices (i.e., batteries) are usually not perfect. In this paper, we consider a practical battery model with finite battery ca…