Learned Belief-Propagation Decoding with Simple Scaling and SNR Adaptation.
Mengke LianFabrizio CarpiChristian HägerHenry D. PfisterPublished in: ISIT (2019)
Keyphrases
- belief propagation
- graphical models
- message passing
- graph cuts
- markov random field
- stereo matching
- approximate inference
- decoding algorithm
- energy minimization
- loopy belief propagation
- markov networks
- fixed point
- signal to noise ratio
- statistical physics
- pairwise
- free energy
- belief networks
- probabilistic inference
- energy function
- factor graphs
- higher order
- exact inference
- probabilistic model