Variational Flow Graphical Model.
Shaogang RenBelhal KarimiDingcheng LiPing LiPublished in: KDD (2022)
Keyphrases
- graphical models
- belief propagation
- approximate inference
- random variables
- probabilistic graphical models
- probabilistic inference
- probabilistic model
- variational methods
- bayesian networks
- conditional random fields
- map inference
- belief networks
- image segmentation
- gaussian graphical models
- free energy
- exact inference
- conditional independence
- graph structure
- message passing
- flow field
- exponential family
- conditional dependencies
- structure learning
- prior knowledge
- optical flow
- higher order
- factor graphs