Latent Traversals in Generative Models as Potential Flows.
Yue SongT. Anderson KellerNicu SebeMax WellingPublished in: ICML (2023)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- discriminative learning framework
- latent structure
- hierarchical hidden markov models
- maximum entropy principle
- discriminative models
- prior knowledge
- conditional random fields
- latent variables
- object categories
- topic models
- em algorithm
- latent dirichlet allocation
- semi supervised
- generative process
- generative and discriminative models
- hidden variables
- discriminatively trained
- image processing
- data sets
- graphical models
- active learning
- pairwise
- representational power
- support vector