Message Scheduling for Performant, Many-Core Belief Propagation.
Mark Van der MerweVinu JosephGanesh GopalakrishnanPublished in: HPEC (2019)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- factor graphs
- markov networks
- scheduling problem
- fixed point
- energy function
- pairwise
- energy minimization
- free energy
- loopy belief propagation
- statistical physics
- probabilistic inference
- exact inference
- partition function
- depth map
- image registration
- probabilistic model
- object recognition
- image sequences