Self-Guided Belief Propagation - A Homotopy Continuation Method.
Christian KnollFlorian KulmerFranz PernkopfPublished in: CoRR (2018)
Keyphrases
- belief propagation
- objective function
- message passing
- pairwise
- fixed point
- dynamic programming
- graph cuts
- graphical models
- bayesian networks
- loopy belief propagation
- sufficient conditions
- prior knowledge
- object recognition
- markov chain
- markov random field
- semi supervised
- em algorithm
- generative model
- energy function
- stereo matching
- probabilistic model
- competitive learning
- similarity measure