Parallel Belief Propagation Optimized by Coloring on GPUs.
Junteng HouChengxiang SiShupeng WangGuangjun WuLei ZhangPublished in: ICA3PP (1) (2020)
Keyphrases
- belief propagation
- graphical models
- message passing
- parallel programming
- shared memory
- markov random field
- graph cuts
- parallel processing
- stereo matching
- approximate inference
- loopy belief propagation
- graphics processing units
- markov networks
- pairwise
- free energy
- energy function
- fixed point
- parallel computing
- bayesian networks
- exact inference
- factor graphs
- belief networks
- energy minimization
- probabilistic model
- three dimensional
- statistical physics
- depth map
- generative model
- higher order
- max product
- gaussian graphical models
- sum product