Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization.
Lu ZhengOle J. MengshoelJike ChongPublished in: UAI (2011)
Keyphrases
- message passing
- junction tree
- belief propagation
- shared memory
- graphical models
- graph cuts
- markov random field
- probabilistic inference
- approximate inference
- factor graphs
- loopy belief propagation
- pairwise
- stereo matching
- markov networks
- inference in graphical models
- energy minimization
- energy function
- distributed systems
- max product
- exact inference
- belief networks
- probabilistic graphical models
- probabilistic model
- free energy
- conditional random fields
- higher order
- sum product
- bayesian networks
- image processing