Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative Priors
Author:
Affiliation:
1. Biomedical Imaging Group, École polytechnique fédérale de Lausanne, Lausanne, Switzerland
Funder
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
European Research Council
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computational Mathematics,Computer Science Applications,Signal Processing
Link
http://xplorestaging.ieee.org/ielx7/6745852/9679468/10015047.pdf?arnumber=10015047
Reference95 articles.
1. Bayesian inference for inverse problems
2. Phase retrieval under a generative prior;hand;Proc 32nd Int Neural Inf Process Syst,0
3. A Full Bayesian Approach for Inverse Problems
4. Solving Linear Inverse Problems Using Gan Priors: An Algorithm with Provable Guarantees
5. The Bayesian Approach to Inverse Problems
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