Comparing HMMs and Bayesian Networks for Surface Realisation.
Nina DethlefsHeriberto CuayáhuitlPublished in: HLT-NAACL (2012)
Keyphrases
- bayesian networks
- hidden markov models
- d objects
- three dimensional
- complex domains
- range data
- graphical models
- probability distribution
- naive bayes
- surface reconstruction
- probabilistic inference
- conditional independence
- bayesian network classifiers
- structural models
- probabilistic modeling
- surface shape
- smooth surfaces
- inference in bayesian networks
- object surface
- dynamic bayesian networks
- probabilistic reasoning
- structure learning
- hidden variables
- expert knowledge
- generative model
- probabilistic model