Exploiting symmetries for scaling loopy belief propagation and relational training.
Babak AhmadiKristian KerstingMartin MladenovSriraam NatarajanPublished in: Mach. Learn. (2013)
Keyphrases
- loopy belief propagation
- belief propagation
- approximate inference
- markov random field
- graphical models
- graph cuts
- em algorithm
- free energy
- training set
- message passing
- conditional random fields
- energy minimization
- stereo matching
- monte carlo
- maximum a posteriori
- post processing
- markov chain monte carlo
- active contours
- image segmentation