Relaxed Multivariate Bernoulli Distribution and Its Applications to Deep Generative Models.
Xi WangJunming YinPublished in: UAI (2020)
Keyphrases
- generative model
- mixture model
- probabilistic model
- exponential family
- discriminative learning
- discriminative models
- bayesian framework
- conditional random fields
- hierarchical hidden markov models
- prior knowledge
- em algorithm
- deep belief networks
- probability distribution
- semi supervised
- maximum entropy principle
- posterior probability
- hidden variables
- random variables
- generative and discriminative models
- density estimation
- latent dirichlet allocation
- probability density function
- object categories
- data sets
- topic models
- hierarchical models
- image features
- generative process
- discriminative methods
- bayesian networks
- computer vision