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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
1022021
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
242021
Physics-driven deep learning enables temporal compressive coherent diffraction imaging
Z Chen, S Zheng, Z Tong, X Yuan
Optica 9 (6), 677-680, 2022
212022
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
20*2023
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
152022
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
102022
Block modulating video compression: an ultra low complexity image compression encoder for resource limited platforms
Y Xue, S Zheng, W Tahir, Z Wang, H Zhang, Z Meng, L Tian, X Yuan
arXiv preprint arXiv:2205.03677, 2022
42022
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
12023
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
2024
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, 2024
2024
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
2023
Hybrid Multi-Dimensional Attention U-Net for Hyperspectral Snapshot Compressive Imaging Reconstruction
S Zheng, M Zhu, M Chen
Entropy 25 (4), 649, 2023
2023
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