Latent Space Oddity: on the Curvature of Deep Generative Models.
Georgios ArvanitidisLars Kai HansenSøren HaubergPublished in: ICLR (Poster) (2018)
Keyphrases
- generative model
- latent space
- probabilistic model
- discriminative learning
- bayesian framework
- mixture model
- prior knowledge
- latent variables
- em algorithm
- latent dirichlet allocation
- semi supervised
- multiscale
- conditional random fields
- topic models
- gaussian process
- data sets
- low dimensional
- expectation maximization
- supervised learning