Belief Propagation Neural Networks.
Jonathan KuckShuvam ChakrabortyHao TangRachel LuoJiaming SongAshish SabharwalStefano ErmonPublished in: NeurIPS (2020)
Keyphrases
- belief propagation
- neural network
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- loopy belief propagation
- pairwise
- markov networks
- free energy
- energy minimization
- factor graphs
- energy function
- competitive learning
- fixed point
- statistical physics
- max product
- sum product
- computer vision
- probabilistic inference
- belief networks
- stereo vision
- conditional random fields
- parameter estimation
- model selection
- high quality