Shichao Cheng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Facial Expression Recognition

White Matter Tracts

Inverse Problems

Image Deconvolution

Top Venues

Artif. Intell. Medicine

Publications

Kun Yang, Zhenning Yao, Keze Zhang, Jing Xu, Li Zhu, Shichao Cheng, Jianhai Zhang
Automatically Extracting and Utilizing EEG Channel Importance Based on Graph Convolutional Network for Emotion Recognition. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Jianjun Li, Jialuo Fei, Shichao Cheng, Zheng Tang, Guobao Hui
TSG-net: a residual-based informing network for 3D Gaze estimation. Multim. Tools Appl. 81 (3) (2022)
Honglin Guo, Xinyu Zhao, Chunyang Yu, Shichao Cheng, Lu Nie, Yan Zheng, Xiaoguang Yin, Wenwu Zhao
Research on electrified intelligent pin replenishing robot based on winch online technology. RICAI (2022)
Liaoying Zhao, Jiaming Li, Jianjun Li, Yong Wu, Shichao Cheng, Zheng Tang, Guobao Hui, Chin-Chen Chang
Learning stereo disparity with feature consistency and confidence. Int. J. Ad Hoc Ubiquitous Comput. 39 (1/2) (2022)
Jialuo Li, Shichao Cheng, Yueqiang Tao, Huasheng Liu, Junzhe Zhou, Jianhai Zhang
Dual-Branch Discrimination Network Using Multiple Sparse Priors for Image Deblurring. Sensors 22 (16) (2022)
Xin Fan, Shichao Cheng, Kang Huyan, Minjun Hou, Risheng Liu, Zhongxuan Luo
Dual Neural Networks Coupling Data Regression With Explicit Priors for Monocular 3D Face Reconstruction. IEEE Trans. Multim. 23 (2021)
Kai Huang, Jianjun Li, Shichao Cheng, Jie Yu, Wanyong Tian, Lulu Zhao, Junfeng Hu, Chin-Chen Chang
An Efficient Algorithm of Facial Expression Recognition by TSG-RNN Network. MMM (2) (2020)
Shichao Cheng, Risheng Liu, Yi He, Xin Fan, Zhongxuan Luo
Blind image deblurring via hybrid deep priors modeling. Neurocomputing 387 (2020)
Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhouchen Lin, Zhongxuan Luo
On the Convergence of Learning-Based Iterative Methods for Nonconvex Inverse Problems. IEEE Trans. Pattern Anal. Mach. Intell. 42 (12) (2020)
Xu Zhou, Shichao Cheng, Yanheng Liu
A Cooperative Game Theory-Based Algorithm for Overlapping Community Detection. IEEE Access 8 (2020)
Risheng Liu, Yuxi Zhang, Shichao Cheng, Zhongxuan Luo, Xin Fan
A Deep Framework Assembling Principled Modules for CS-MRI: Unrolling Perspective, Convergence Behaviors, and Practical Modeling. IEEE Trans. Medical Imaging 39 (12) (2020)
Risheng Liu, Shichao Cheng, Long Ma, Xin Fan, Zhongxuan Luo
Deep Proximal Unrolling: Algorithmic Framework, Convergence Analysis and Applications. IEEE Trans. Image Process. 28 (10) (2019)
Risheng Liu, Yuxi Zhang, Shichao Cheng, Xin Fan, Zhongxuan Luo
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI. AAAI (2019)
Risheng Liu, Yuxi Zhang, Shichao Cheng, Zhongxuan Luo, Xin Fan
Converged Deep Framework Assembling Principled Modules for CS-MRI. CoRR (2019)
Xin Fan, Yuzhuo Duan, Shichao Cheng, Yuxi Zhang, Hua Cheng
Fast density-peaks clustering for registration-free pediatric white matter tract analysis. Artif. Intell. Medicine 96 (2019)
Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhongxuan Luo
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization. IJCAI (2018)
Risheng Liu, Yi He, Shichao Cheng, Xin Fan, Zhongxuan Luo
Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond. ACM Multimedia (2018)
Risheng Liu, Shichao Cheng, Xiaokun Liu, Long Ma, Xin Fan, Zhongxuan Luo
A Bridging Framework for Model Optimization and Deep Propagation. NeurIPS (2018)
Shichao Cheng, Risheng Liu, Xin Fan, Zhongxuan Luo
Designing a stable feedback control system for blind image deconvolution. Neural Networks 101 (2018)
Risheng Liu, Yuxi Zhang, Shichao Cheng, Xin Fan, Zhongxuan Luo
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI. CoRR (2018)
Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhouchen Lin, Zhongxuan Luo
On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems. CoRR (2018)
Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhongxuan Luo
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization. CoRR (2018)
Risheng Liu, Yi He, Shichao Cheng, Xin Fan, Zhongxuan Luo
Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond. CoRR (2018)
Alexander Naitsat, Shichao Cheng, Xiaofeng Qu, Xin Fan, Emil Saucan, Yehoshua Y. Zeevi
Geometric approach to detecting volumetric changes in medical images. J. Comput. Appl. Math. 329 (2018)
Risheng Liu, Xin Fan, Shichao Cheng, Xiangyu Wang, Zhongxuan Luo
Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework. AAAI (2018)
Risheng Liu, Xin Fan, Shichao Cheng, Xiangyu Wang, Zhongxuan Luo
Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework. CoRR (2017)
Shichao Cheng, Yuzhuo Duan, Xin Fan, Dongyu Zhang, Hua Cheng
Review of Fast Density-Peaks Clustering and Its Application to Pediatric White Matter Tracts. MIUA (2017)
Risheng Liu, Shichao Cheng, Xin Fan, Zhongxuan Luo
Blind image deblurring via adaptive dynamical system learning. ICME (2017)