no code implementations • 2 Mar 2024 • Pengju Zhang, Chenxi Sun, Jianwei Zhang, Hong Guo
We have developed an individual identification system based on magnetocardiography (MCG) signals captured using optically pumped magnetometers (OPMs).
1 code implementation • 5 Jan 2024 • Zinuo You, Pengju Zhang, Jin Zheng, John Cartlidge
Stock trend classification remains a fundamental yet challenging task, owing to the intricate time-evolving dynamics between and within stocks.
no code implementations • 16 Jul 2021 • Pengju Zhang, Yonghui Jia, Muhua Zhu, Wenliang Chen, Min Zhang
Previous works for encoding questions mainly focus on the word sequences, but seldom consider the information from syntactic trees. In this paper, we propose an approach to learn syntax-based representations for KBQA.
no code implementations • 17 Dec 2020 • Pengju Zhang, Yihong Wu, Jiagang Zhu
In this paper, we propose a Semi-Global Shape-aware Network (SGSNet) considering both feature similarity and proximity for preserving object shapes when modeling long-range dependencies.
no code implementations • 23 Sep 2020 • Pengju Zhang, Yihong Wu, Bingxi Liu
Each of the 2D image points is also called a query local feature when performing the 2D-3D point correspondences.
1 code implementation • 12 Apr 2019 • Qiuyu Zhu, Pengju Zhang, Xin Ye
With the development of convolutional neural networks (CNNs) in recent years, the network structure has become more and more complex and varied, and has achieved very good results in pattern recognition, image classification, object detection and tracking.