Approximate Lifting Techniques for Belief Propagation.
Parag SinglaAniruddh NathPedro M. DomingosPublished in: AAAI (2014)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- inference in graphical models
- graph cuts
- stereo matching
- approximate inference
- generalized belief propagation
- loopy belief propagation
- markov networks
- pairwise
- fixed point
- energy minimization
- wavelet transform
- energy function
- factor graphs
- free energy
- probabilistic model
- multiscale
- image processing
- exact inference
- probabilistic inference
- probability distribution
- statistical physics
- object recognition
- d objects