Mingqiang Yang

PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning

Qinghe Zheng, Xinyu Tian, Mingqiang Yang et al. · Multidimensional Systems and Signal Processing · 2019 · 103 citations

Convolutional Neural Network, Image Classification, Image Analysis +12

Robust automatic modulation classification using asymmetric trilinear attention net with noisy activation function

Qinghe Zheng, Xinyu Tian, Zhiguo Yu et al. · Engineering Applications of Artificial Intelligence · 2024 · 51 citations

Noisy Activation Function, Engineering, Pattern Recognition +7

Reconstruction error based implicit regularization method and its engineering application to lung cancer diagnosis

Qinghe Zheng, Xinyu Tian, Mingqiang Yang et al. · Engineering Applications of Artificial Intelligence · 2024 · 33 citations

Numerical Analysis, Lung Cancer Diagnosis, Image Reconstruction +14

CLMIP: cross-layer manifold invariance based pruning method of deep convolutional neural network for real-time road type recognition

Qinghe Zheng, Xinyu Tian, Mingqiang Yang et al. · Multidimensional Systems and Signal Processing · 2020 · 23 citations

Convolutional Neural Network, Image Classification, Machine Vision +8

Global minimum for a variant Mumford–Shah model with application to medical image segmentation

Da Chen, Mingqiang Yang, Laurent D. Cohen · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization · 2013 · 13 citations