Targeted VAE: Structured Inference and Targeted Learning for Causal Parameter Estimation.
Matthew James VowelsNecati Cihan CamgözRichard BowdenPublished in: CoRR (2020)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- em algorithm
- parameter learning
- random fields
- reinforcement learning
- dynamic bayesian networks
- image processing
- structured prediction
- markov random field
- parameter values
- approximate inference
- structure learning
- bayesian model selection
- markov chain monte carlo
- statistical models
- logic programming
- model selection
- prior knowledge
- image segmentation