Belief Propagation: Accurate Marginals or Accurate Partition Function - Where is the Difference?
Christian KnollFranz PernkopfPublished in: UAI (2019)
Keyphrases
- belief propagation
- graphical models
- partition function
- message passing
- approximate inference
- markov random field
- graph cuts
- stereo matching
- pairwise
- fixed point
- belief networks
- post processing
- energy minimization
- random variables
- exact inference
- markov networks
- high quality
- image processing
- computer vision
- markov chain
- probabilistic model
- lower bound
- optimal solution
- upper and lower bounds