Xiaohan Chen

Bearing fault diagnosis base on multi-scale CNN and LSTM model

Xiaohan Chen, Beike Zhang, Dong Gao · Journal of Intelligent Manufacturing · 2020 · 644 citations

Fault Diagnosis, Engineering, Machine Learning +8

Can We Gain More from Orthogonality Regularizations in Training Deep\n CNNs?

Nitin Bansal, Xiaohan Chen, Zhangyang Wang · arXiv (Cornell University) · 2018 · 156 citations · Full text

Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds

Xiaohan Chen, Jialin Liu, Wotao Yin · arXiv (Cornell University) · 2018 · 152 citations · Full text

Engineering, Machine Learning, Atomic Decomposition +16

ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA

Jialin Liu, Xiaohan Chen, Shuicheng Yan et al. · International Conference on Learning Representations · 2018 · 103 citations

Mathematical Programming, Artificial Intelligence, Intelligent Information Processing +11

Plug-and-Play Methods Provably Converge with Properly Trained Denoisers

Ernest K. Ryu, Jialin Liu, Sicheng Wang et al. · arXiv (Cornell University) · 2019 · 100 citations · Full text

Engineering, Machine Learning, Real Spectral Normalization +16