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 • 11 Apr 2022 • Bingguo Liu, Zhuo Gao, Binghui Lu, Hangcheng Dong, Zeru An
In modern industrial production, the prediction ability of the remaining useful life (RUL) of bearings directly affects the safety and stability of the system.
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.