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Siming Zheng
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Deep plug-and-play priors for spectral snapshot compressive imaging
S Zheng, Y Liu, Z Meng, M Qiao, Z Tong, X Yang, S Han, X Yuan
Photonics Research 9 (2), B18-B29, 2021
1082021
Super-compression of large electron microscopy time series by deep compressive sensing learning
S Zheng, C Wang, X Yuan, HL Xin
Patterns 2 (7), 2021
252021
Physics-driven deep learning enables temporal compressive coherent diffraction imaging
Z Chen#, S Zheng#, Z Tong#, X Yuan
Optica 9 (6), 677-680, 2022
242022
From compressive sampling to compressive tasking: retrieving semantics in compressed domain with low bandwidth
Z Zhang, B Zhang, X Yuan, S Zheng, X Su, J Suo, DJ Brady, Q Dai
PhotoniX 3 (1), 19, 2022
172022
Deep equilibrium models for video snapshot compressive imaging
Y Zhao, S Zheng, X Yuan
arXiv preprint arXiv:2201.06931, 2022
172022
Deep equilibrium models for snapshot compressive imaging
Y Zhao, S Zheng, X Yuan
Proceedings of the AAAI Conference on Artificial Intelligence 37 (3), 3642-3650, 2023
142023
Two-stage is enough: A concise deep unfolding reconstruction network for flexible video compressive sensing
S Zheng, X Yang, X Yuan
arXiv preprint arXiv:2201.05810, 2022
122022
Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging
S Zheng, X Yuan
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
52023
Block-modulating video compression: an ultralow complexity image compression encoder for resource-limited platforms
S Zheng, Y Xue, W Tahir, Z Wang, H Zhang, Z Meng, G Qu, S Ma, L Tian, ...
Advanced Imaging 1 (2), 021002, 2024
42024
Temporal structured illumination and vision-transformer enables large field-of-view binary snapshot ptychography
Z Chen#, S Zheng#, W Wang#, J Song, X Yuan
Optics Express 32 (2), 1540-1551, 2024
12024
Video snapshot compressive imaging using adaptive progressive coding for high-quality reconstruction under different illumination circumstances
X Liu, M Zhu, S Zheng, R Luo, H Wu, X Yuan
Optics Letters 49 (1), 85-88, 2023
12023
A Decade Review of Video Compressive Sensing: A Roadmap to Practical Applications
Z Zhang#, S Zheng#, M Qiu, G Situ, DJ Brady, Q Dai, J Suo, X Yuan
Engineering, 2024
2024
Hybrid Multi-Dimensional Attention U-Net for Hyperspectral Snapshot Compressive Imaging Reconstruction
S Zheng, M Zhu, M Chen
Entropy 25 (4), 649, 2023
2023
Xiongfei Su, Jinli Suo, David J. Brady, Qionghai Dai. From compressive sampling to compressive tasking: retrieving semantics in compressed domain with low bandwidth
Z Zhang, B Zhang, X Yuan, S Zheng
PhotoniX, 2022
2022
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