Uncertainty Modeling in Generative Compressed Sensing

Yilang Zhang, Mengchu Xu, Xiaojun Mao, Jian Wang

Abstract: Compressed sensing (CS) aims to recover a high-dimensional signal with structural priors from its low-dimensional linear measurements. Inspired by the huge success of deep neural networks in modeli...