Generative Plug and Play: Posterior Sampling for Inverse Problems.
Charles A. BoumanGregery T. BuzzardPublished in: Allerton (2023)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- generative model
- markov chain monte carlo
- convex optimization
- optimization methods
- parameter space
- optimization problems
- probabilistic model
- posterior probability
- partial differential equations
- emission tomography
- bayesian framework
- posterior distribution
- early vision
- computationally expensive
- computer vision
- metaheuristic
- edge detection
- high dimensional