Optimal Transport Maps For Distribution Preserving Operations on Latent Spaces of Generative Models.
Eirikur AgustssonAlexander SageRadu TimofteLuc Van GoolPublished in: ICLR (Poster) (2019)
Keyphrases
- generative model
- latent space
- probabilistic model
- discriminative learning
- discriminative models
- discriminative learning framework
- generative process
- latent structure
- mixture model
- conditional random fields
- prior knowledge
- hierarchical hidden markov models
- representational power
- posterior probability
- hidden variables
- generative and discriminative models
- latent variables
- semi supervised
- latent dirichlet allocation
- latent variable models
- probability distribution
- learning algorithm
- topic models
- decision trees
- discriminatively trained
- reinforcement learning
- support vector
- hidden markov models
- image features
- em algorithm
- semi supervised learning
- random variables