Constraints Based Convex Belief Propagation.
Yaniv TenzerAlexander G. SchwingKevin GimpelTamir HazanPublished in: NIPS (2016)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- fixed point
- markov networks
- pairwise
- energy function
- energy minimization
- factor graphs
- loopy belief propagation
- free energy
- convex optimization
- bethe free energy
- bayesian networks
- similarity measure
- image processing
- constraint programming
- conditional random fields
- first order logic
- probabilistic inference
- preprocessing
- object recognition
- exact inference
- computer vision