12 citations · 25 across the 6 of their papers we have counts for
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cs.LG2024★ 2 cited
Score-Based Variational Inference for Inverse Problems
Zhipeng Xue, Penghao Cai, Xiaojun Yuan +1
Existing diffusion-based methods for inverse problems sample from the posterior using score functions and accept the generated random samples as solutions. In applications that pos…
cs.LG2020★ 12 cited
Denoising-based Turbo Message Passing for Compressed Video Background Subtraction
Zhipeng Xue, Xiaojun Yuan, Yang Yang
In this paper, we consider the compressed video background subtraction problem that separates the background and foreground of a video from its compressed measurements. The backgro…