VSB-DVM: An End-to-End Bayesian Nonparametric Generalization of Deep Variational Mixture Model.
Xi YangYuyao YanKaizhu HuangRui ZhangPublished in: ICDM (2019)
Keyphrases
- end to end
- bayesian nonparametric
- mixture model
- gaussian mixture model
- probabilistic model
- variational inference
- generative model
- em algorithm
- expectation maximization
- density estimation
- language model
- gaussian process
- model selection
- inverse reinforcement learning
- dirichlet process
- hierarchical dirichlet process
- probability density function
- unsupervised learning
- maximum likelihood
- image segmentation
- image sequences
- learning algorithm
- bayesian inference
- hidden markov models
- variational methods
- exponential family
- prior knowledge
- object recognition
- image processing