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cs.CV2023★ 1 cited
Generalized Expectation Maximization Framework for Blind Image Super Resolution
Yuxiao Li, Zhiming Wang, Yuan Shen
Learning-based methods for blind single image super resolution (SISR) conduct the restoration by a learned mapping between high-resolution (HR) images and their low-resolution (LR)…
cs.CV2023
Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables
Yuxiao Li, Santiago Mazuelas, Yuan Shen
Deep generative models (DGMs) and their conditional counterparts provide a powerful ability for general-purpose generative modeling of data distributions. However, it remains chall…