α Belief Propagation as Fully Factorized Approximation.
Dong LiuNima N. MoghadamLars K. RasmussenJinliang HuangSaikat ChatterjeePublished in: CoRR (2019)
Keyphrases
- belief propagation
- graphical models
- markov random field
- partition function
- message passing
- free energy
- approximate inference
- graph cuts
- loopy belief propagation
- stereo matching
- pairwise
- markov networks
- fixed point
- expectation propagation
- energy minimization
- generalized belief propagation
- factor graphs
- energy function
- statistical physics
- bethe free energy
- approximation algorithms
- probabilistic inference
- probabilistic model
- stereo vision
- closed form
- conditional random fields
- post processing
- similarity measure
- max product
- image processing