1 code implementation • 27 Jun 2022 • Liangming Chen, Long Jin, Mingsheng Shang
We first give the interpretation of zero stability in the context of deep learning and then investigate the performance of existing first- and second-order CNNs under different zero-stable circumstances.
2 code implementations • 9 Jul 2021 • Mei Liu, Liangming Chen, Xiaohao Du, Long Jin, Mingsheng Shang
The experimental results also demonstrate that the proposed method is able to be adopted in various deep neural networks to improve their performance.
1 code implementation • 16 Aug 2020 • Khushnood Abbas, Alireza Abbasi, Dong Shi, Niu Ling, Mingsheng Shang, Chen Liong, Bolun Chen
As a result, adjacency matrices cannot be directly used by machine learning models for making network or node level predictions.
no code implementations • Neurocomputing 2017 • Di wu, Mingsheng Shang, Xin Luo a, Ji Xu, Huyong Yan, Weihui Deng, Guoyin Wang
Having a multitude of unlabeled data and few labeled ones is a common problem in many practical ap- plications.