Siming Zheng
6 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Keywords
image reconstruction
(3)
diffusion model
(2)
attention mechanism
(1)
depth estimation
(1)
image super-resolution
(1)
bregman divergence
(1)
density ratio estimation
(1)
curse of dimensionality
(1)
minimax optimal
(1)
inverse problem
(1)
convolutional neural network
(1)
recurrent neural network
(1)
deep neural network
(1)
deep equilibrium model
(1)
implicit neural network
(1)
video reconstruction
(1)
uncertainty estimation
(1)
snapshot compressive imaging
(1)
fixed-point iteration
(1)
image enhancement
(1)
Papers
Breaking Measurement Barriers: From Compressed Sensing to Deep Reconstruction
AAAI 2026
Error Analysis for Deep ReLU Feedforward Density-Ratio Estimation with Bregman Divergence
JMLR 2026
Realism Control One-step Diffusion for Real-world Image Super Resolution
AAAI 2026
Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework
CVPR 2026
Deep Equilibrium Models for Snapshot Compressive Imaging
AAAI 2023
Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging
ICCV 2023