Computing Absolute Free Energy with Deep Generative Models.
Xinqiang DingBin ZhangPublished in: CoRR (2020)
Keyphrases
- generative model
- free energy
- probabilistic model
- discriminative learning
- approximate inference
- bayesian framework
- mixture model
- em algorithm
- discriminative models
- posterior distribution
- upper bound
- deep belief networks
- posterior probability
- belief propagation
- loopy belief propagation
- fixed point
- conditional random fields
- prior knowledge
- latent variables
- topic models
- image processing
- gaussian process
- maximum likelihood
- neural network
- natural images
- machine learning