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Weixi Wang

2 accepted papers

2023

Self-Supervised Blind Motion Deblurring With Deep Expectation Maximization

CVPR 2023poster

When taking a picture, any camera shake during the shutter time can result in a blurred image. Recovering a sharp image from the one blurred by camera shake is a challenging yet important problem. Most existing deep learning methods use supervised learning to train a deep neural network (DNN) on a d…

2022

Self-Supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics

CVPR 2022poster

While supervised deep learning has been a prominent tool for solving many image restoration problems, there is an increasing interest on studying self-supervised or un- supervised methods to address the challenges and costs of collecting truth images. Based on the neuralization of a Bayesian estimat…

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