12 citations · 20 across the 5 of their papers we have counts for
5 papers
The Bayesian Committee Approach for Computational Physics Problems
Li Chen, Xiao Liang, Hui Zhai
In this work, we propose a method for efficient learning of a multi-dimensional function. This method combines the Bayesian neural networks and the query-by-committee method. A com…
A Preliminary Study on A Physical Model Oriented Learning Algorithm with Application to UAVs
Minghui Zheng, Zhu Chen, Xiao Liang
This paper provides a preliminary study for an efficient learning algorithm by reasoning the error from first principle physics to generate learning signals in near real time. Moti…
An Attention-Based Word-Level Interaction Model: Relation Detection for Knowledge Base Question Answering
Hongzhi Zhang, Guandong Xu, Xiao Liang +2
Relation detection plays a crucial role in Knowledge Base Question Answering (KBQA) because of the high variance of relation expression in the question. Traditional deep learning m…
A deep learning-based method for relative location prediction in CT scan images
Jiajia Guo, Hongwei Du, Bensheng Qiu +1
Relative location prediction in computed tomography (CT) scan images is a challenging problem. In this paper, a regression model based on one-dimensional convolutional neural netwo…
Taming Energy Cost of Disk Encryption Software on Data-Intensive Mobile Devices
Yang Hu, John C. S. Lui, Wenjun Hu +3
Disk encryption is frequently used to secure confidential data on mobile devices. However, the high energy cost of disk encryption poses a heavy burden on those devices with limite…