Zhang Shi-jun

Neural network approximation: Three hidden layers are enough

Zuowei Shen, Haizhao Yang, Zhang Shi-jun · Neural Networks · 2021 · 111 citations · Full text

Engineering, Machine Learning, Sparse Neural Network +4

Nonlinear approximation via compositions

Zuowei Shen, Haizhao Yang, Zhang Shi-jun · Neural Networks · 2019 · 78 citations · Full text

Numerical Analysis, Engineering, Variational Analysis +4

Deep Network Approximation for Smooth Functions

Jianfeng Lu, Zuowei Shen, Haizhao Yang et al. · SIAM Journal on Mathematical Analysis · 2021 · 55 citations · Full text

Deep Network With Approximation Error Being Reciprocal of Width to Power of Square Root of Depth

Zuowei Shen, Haizhao Yang, Zhang Shi-jun · Neural Computation · 2021 · 53 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +20

Structural residual learning for single image rain removal

Hong Wang, Yichen Wu, Qi Xie et al. · Knowledge-Based Systems · 2020 · 35 citations

Deblurring, Machine Vision, Image Analysis +8