1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2023
Bayesian imaging inverse problem with SA-Roundtrip prior via HMC-pCN sampler
Jiayu Qian, Yuanyuan Liu, Jingya Yang +1
Bayesian inference with deep generative prior has received considerable interest for solving imaging inverse problems in many scientific and engineering fields. The selection of th…
cs.LG2023★ 1 cited
Deep Unrolling Networks with Recurrent Momentum Acceleration for Nonlinear Inverse Problems
Qingping Zhou, Jiayu Qian, Junqi Tang +1
Combining the strengths of model-based iterative algorithms and data-driven deep learning solutions, deep unrolling networks (DuNets) have become a popular tool to solve inverse im…