Uncertainty Estimates in Deep Generative Models Using Gaussian Processes.
Kai KatsumataRyoga KobayashiPublished in: ISVC (1) (2020)
Keyphrases
- gaussian processes
- generative model
- gaussian process
- bayesian framework
- probabilistic model
- hyperparameters
- mixture model
- semi supervised
- prior knowledge
- em algorithm
- discriminative models
- deep belief networks
- multi task
- multiscale
- latent variables
- model selection
- data sets
- conditional random fields
- topic models
- conditional probabilities
- unsupervised learning
- object categories
- semi supervised learning
- higher order
- feature space