Improving Explorability in Variational Inference with Annealed Variational Objectives.
Chin-Wei HuangShawn TanAlexandre LacosteAaron C. CourvillePublished in: CoRR (2018)
Keyphrases
- variational inference
- variational methods
- variational approximation
- bayesian inference
- probabilistic graphical models
- topic models
- gaussian process
- latent dirichlet allocation
- mixture model
- particle filter
- posterior distribution
- level set
- optic flow
- probabilistic model
- exponential family
- approximate inference
- optical flow estimation
- exact inference
- closed form
- curve evolution
- factor graphs
- optical flow
- multiscale
- latent variables
- prior information
- probability distribution
- graphical models