Implicit Maximum a Posteriori Filtering via Adaptive Optimization.
Gianluca M. BencomoJake SnellThomas L. GriffithsPublished in: ICLR (2024)
Keyphrases
- maximum a posteriori
- markov random field
- map estimation
- maximum likelihood
- image reconstruction
- bayesian framework
- em algorithm
- expectation maximization
- hyperparameters
- posterior distribution
- energy function
- prior model
- image super resolution
- label field
- generalized gaussian
- super resolution
- edge preserving
- optimization procedure
- edge detection
- prior distribution
- denoising
- image prior
- multiscale
- map inference
- image processing