Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior.
Mario GonzálezAndrés AlmansaMauricio DelbracioPablo MuséPauline TanPublished in: CoRR (2019)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- optimization methods
- emission tomography
- maximum a posteriori
- early vision
- optimization problems
- probabilistic model
- partial differential equations
- posterior marginals
- neural network
- pairwise
- bayesian framework
- mutual information
- posterior distribution
- object recognition
- high quality
- computer vision
- genetic algorithm