Yiwei Chen
Email: ewell@zju.edu.cn
I am Yiwei Chen, a fifth-year PhD student at Institute of Cyber-Systems and Control, Zhejiang University, Hangzhou, China, advised by Prof. Yu Pan.
I am currently working on computational imaging algorithms, especially their applications to single-photon imaging, including:
- Photon-efficient imaging
- Non-line-of-sight imaging
- Single-photon image super-resolution
I am also intreseted in quantum machine learning, including quantum-inspired machine learning algorithms, deep learning for quantum information and deep learning on quantum devices.
news
| Nov 17, 2022 | DDA-net has been published on Physical Review Applied. |
|---|---|
| Jul 28, 2022 | ResTT has been published on IEEE Transactions on Artificial Intelligence. |
| May 24, 2022 | PRSNet has been published on Optics Express. |
| Dec 16, 2021 | QLM-EE has been published on IEEE Transactions on Cybernetics. |
| Nov 4, 2021 | Quantum entanglement detection by unsupervised learning has been published on Quantum Science and Technology. |
selected publications
-
Deep Domain Adversarial Adaptation for Photon-Efficient ImagingPhysical Review Applied, 2022 -
Residual Tensor Train: A Quantum-inspired Approach for Learning Multiple Multilinear CorrelationsIEEE Transactions on Artificial Intelligence, 2022 -
Robust photon-efficient imaging using a pixel-wise residual shrinkage networkOptics Express, 2022 -
Quantum language model with entanglement embedding for question answeringIEEE Transactions on Cybernetics, 2021 -
Detecting quantum entanglement with unsupervised learningQuantum Science and Technology, 2021