23 citations · 56 across the 4 of their papers we have counts for
5 papers
Study of exotic hadrons with machine learning
Jiahao Liu, Zhenyu Zhang, Jifeng Hu +1
We analyzed the invariant mass spectrum of near-threshold exotic states for one-channel candidates with a deep neural network. It can extract the scattering length and effective ra…
Formalism for Supporting the Development of Verifiably Safe Medical Guidelines with Statecharts
Chunhui Guo, Zhicheng Fu, Zhenyu Zhang +2
Improving the effectiveness and safety of patient care is the ultimate objective for medical cyber-physical systems. Many medical best practice guidelines exist, but most of the ex…
Proximal Policy Optimization with Mixed Distributed Training
Zhenyu Zhang, Xiangfeng Luo, Tong Liu +5
Instability and slowness are two main problems in deep reinforcement learning. Even if proximal policy optimization (PPO) is the state of the art, it still suffers from these two p…
Pattern-Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation
Zhenyu Zhang, Zhen Cui, Chunyan Xu +3
In this paper, we propose a novel Pattern-Affinitive Propagation (PAP) framework to jointly predict depth, surface normal and semantic segmentation. The motivation behind it comes…
A Noise-Sensitivity-Analysis-Based Test Prioritization Technique for Deep Neural Networks
Long Zhang, Xuechao Sun, Yong Li +1
Deep neural networks (DNNs) have been widely used in the fields such as natural language processing, computer vision and image recognition. But several studies have been shown that…