no code implementations • 4 Aug 2023 • Hang-Cheng Dong, Yuhao Jiang, Yingyan Huang, Jingxiao Liao, Bingguo Liu, Dong Ye, Guodong Liu
A major limitation to the performance of the class activation maps is the small spatial resolution of the feature maps in the last layer of the convolutional neural network.
no code implementations • 14 Oct 2021 • Hangcheng Dong, Jingxiao Liao, Yan Wang, Yixin Chen, Bingguo Liu, Dong Ye, Guodong Liu
Our main contributions are that we propose the theorems to characterize the optimal solution of the PWLA problem and present the LNN method for solving it.
no code implementations • 17 May 2021 • Hangcheng Dong, Bingguo Liu, Fengdong Chen, Dong Ye, Guodong Liu
The lack of interpretability has hindered the large-scale adoption of AI technologies.
no code implementations • 1 Apr 2021 • Jingfeng Lu, Shuo Wang, Ping Li, Dong Ye
Low-dose computed tomography (CT) allows the reduction of radiation risk in clinical applications at the expense of image quality, which deteriorates the diagnosis accuracy of radiologists.
1 code implementation • 27 Dec 2020 • Xudong Lv, Boya Wang, Dong Ye, Shuo Wang
In this paper, we propose a novel online self-calibration approach for Light Detection and Ranging (LiDAR) and camera sensors.
no code implementations • 14 Oct 2020 • Xudong Lv, Boya Wang, Dong Ye, Shuo Wang
In this paper, we proposed a novel motion removal method, leveraging semantic information and optical flow to extract motion regions.
no code implementations • 24 Sep 2020 • Jingfeng Lu, Fabien Millioz, Damien Garcia, Sebastien Salles, Dong Ye, Denis Friboulet
In the present study, we derive the complex equivalent of this network; i. e., the Complex-valued Inception for Diverging-wave Network (CID-Net) that operates on I/Q data.