Lifted Division for Lifted Hugin Belief Propagation.
Moritz P. HoffmannTanya BraunRalf MöllerPublished in: AISTATS (2022)
Keyphrases
- belief propagation
- message passing
- graphical models
- probabilistic inference
- markov random field
- graph cuts
- stereo matching
- approximate inference
- markov networks
- loopy belief propagation
- fixed point
- probabilistic graphical models
- factor graphs
- exact inference
- energy function
- energy minimization
- junction tree
- random variables
- free energy
- pairwise
- conditional random fields
- bayesian networks
- sum product
- max product
- higher order
- probabilistic model
- influence diagrams
- distributed systems
- dynamic programming
- image sequences
- image segmentation
- computer vision