Variational message passing neural network for Maximum-A-Posteriori (MAP) inference.
Zijun CuiHanjing WangTian GaoKartik TalamadupulaQiang JiPublished in: UAI (2022)
Keyphrases
- map inference
- message passing
- maximum a posteriori
- markov random field
- belief propagation
- image segmentation
- graphical models
- lp relaxation
- free energy
- map estimation
- dual decomposition
- graph cuts
- energy function
- bayesian framework
- higher order
- parameter estimation
- random fields
- conditional random fields
- max product
- hyperparameters
- pairwise
- energy minimization
- probabilistic inference
- approximate inference
- loopy belief propagation
- markov networks
- posterior distribution
- high quality
- probabilistic model
- maximum likelihood
- expectation maximization
- multi view
- image reconstruction
- em algorithm
- post processing
- three dimensional
- belief networks
- image labeling
- image processing
- probability distribution