Information, Inference and Machine Learning Group at University College London

Chao Zhou

Previous PhD Student

Contact

Where to Find Me

Malet Place Engineering Building
Torrington Place
London WC1E 7JE
United Kingdom

Research Interests

Machine Learning, neural networks, hyperspectral image processing, inverse problem, Communication systems

About

Chao Zhou received his B.S. degree in Communication Engineering from Wuhan University of Technology, Wuhan, China, in 2015, M.S. degree in Communication and Information Systems from University of Electronic Science and Technology of China, Chengdu, China, in 2018. Chao is currently pursuing his PhD with Dept. of Electronic and Electrical Engineering at University College London.

Publications

@article{9654204, 
                                author={Zhou, Chao and Rodrigues, Miguel R.D.}, 
                                journal={IEEE Transactions on Geoscience and Remote Sensing}, 
                                title={ADMM-Based Hyperspectral Unmixing Networks for Abundance and Endmember Estimation}, 
                                    year={2021},   
                                    doi={10.1109/TGRS.2021.3136336},
                                    url={https://ieeexplore.ieee.org/abstract/document/9654204}
                                    }
                            @INPROCEEDINGS{9414555, 
                                 author={Zhou, Chao and Rodrigues, Miguel R.D.},
                                   booktitle={ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},  
                                    title={An ADMM Based Network for Hyperspectral Unmixing Tasks},
                                       year={2021},  volume={},  number={}, 
                                       pages={1870-1874},  doi={10.1109/ICASSP39728.2021.9414555},
                                    url={https://ieeexplore.ieee.org/abstract/document/9414555}}
                            @INPROCEEDINGS{9414141,  
                                author={Pu, Wei and Zhou, Chao and Eldar, Yonina C. and Rodrigues, Miguel R. D.}, 
                                 booktitle={ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},   
                                 title={REST: Robust lEarned Shrinkage-Thresholding Network Taming Inverse Problems with Model Mismatch},  
                                  year={2021},  volume={},  number={},  pages={2885-2889}, 
                                   doi={10.1109/ICASSP39728.2021.9414141},
                                url={https://ieeexplore.ieee.org/abstract/document/9414141}}
                            @misc{pu2021robust,
                                    title={Robust lEarned Shrinkage-Thresholding (REST): Robust unrolling for sparse recover}, 
                                    author={Wei Pu and Chao Zhou and Yonina C. Eldar and Miguel R. D. Rodrigues},
                                    year={2021},
                                    eprint={2110.10391},
                                    archivePrefix={arXiv},
                                    primaryClass={cs.LG},
                                    url={https://arxiv.org/abs/2110.10391}
                              }

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Chao Zhou

Previous PhD Student

Contact

Where to Find Me

Research Interests

About

Publications

Articles

Books

Conference and Workshop Papers

Pre-prints and Other Publications