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Siming Zheng
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Year
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
1592021
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
442023
Physics-driven deep learning enables temporal compressive coherent diffraction imaging
Z Chen#, S Zheng#, Z Tong#, X Yuan
Optica 9 (6), 677-680, 2022
372022
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
292022
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
272021
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
112022
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
92024
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
92023
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
72024
Any-to-Bokeh: One-Step Video Bokeh via Multi-Plane Image Guided Diffusion
Y Yang, S Zheng, J Chen, B Wu, X He, D Cai, B Li, PT Jiang
arXiv preprint arXiv:2505.21593, 2025
32025
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
32022
HyperMotion: DiT-Based Pose-Guided Human Image Animation of Complex Motions
S Xu, S Zheng, Z Wang, HC Yu, J Chen, H Zhang, B Li, PT Jiang
arXiv preprint arXiv:2505.22977, 2025
22025
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
22024
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
22023
Physics-guided deep unfolding network for enhanced Kronecker compressive sensing
G Qu, P Wang, S Zheng, X Yuan
arXiv preprint arXiv:2508.09528, 2025
12025
Photography Perspective Composition: Towards Aesthetic Perspective Recommendation
L Yao, S Zheng, X Yuan, Z Cai, P Wu, J Chen, B Li, PT Jiang
NeurIPS 2025, 2025
12025
MIPI 2025 Challenge on Deblurring for Hybrid EVS Camera: Methods and Results
Y Wu, Z Fan, H Shinozaki, F Zhang, X Li, A Baudron, W Feng, S Zhao, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2025
12025
MagicWorld: Interactive Geometry-driven Video World Exploration
G Li, S Zheng, S Xu, J Chen, B Li, X Hu, L Zhao, PT Jiang
arXiv preprint arXiv:2511.18886, 2025
2025
Realism Control One-step Diffusion for Real-World Image Super-Resolution
Z Wu#, S Zheng#, PT Jiang, X Yuan
AAAI 2026,Oral, 2025
2025
Sparse Transformer for Ultra-sparse Sampled Video Compressive Sensing
M Cao, S Zheng, L Wang, Z Chen, D Brady, X Yuan
IEEE TMM, 2025
2025
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