Particle Filtered MCMC-MLE with Connections to Contrastive Divergence.
Arthur U. AsuncionQiang LiuAlexander T. IhlerPadhraic SmythPublished in: ICML (2010)
Keyphrases
- contrastive divergence
- restricted boltzmann machine
- optical flow
- markov chain
- maximum likelihood
- learning algorithm
- markov chain monte carlo
- monte carlo
- generative model
- bayesian inference
- posterior probability
- data association
- bayesian framework
- deep learning
- approximate inference
- posterior distribution
- hidden markov models
- support vector
- image sequences
- three dimensional