Learning Multiple Belief Propagation Fixed Points for Real Time Inference
Cyril FurtlehnerJean-Marc LasgouttesAnne AugerPublished in: CoRR (2009)
Keyphrases
- belief propagation
- fixed point
- graphical models
- loopy belief propagation
- markov random field
- message passing
- graph cuts
- structured prediction
- free energy
- factor graphs
- approximate inference
- markov networks
- exact inference
- pairwise
- sufficient conditions
- learning algorithm
- max product
- belief networks
- probabilistic inference
- energy minimization
- reinforcement learning
- bayesian networks
- similarity measure
- random fields
- stereo matching
- higher order
- semi supervised
- bethe free energy
- computer vision