Latent Traversals in Generative Models as Potential Flows.
Yue SongAndy KellerNicu SebeMax WellingPublished in: CoRR (2023)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- latent variables
- latent structure
- discriminative learning framework
- semi supervised
- hierarchical hidden markov models
- prior knowledge
- discriminative models
- conditional random fields
- hidden variables
- em algorithm
- latent dirichlet allocation
- generative process
- object categories
- maximum entropy principle
- representational power
- machine learning
- data sets
- semi supervised learning
- labeled data
- expectation maximization
- learning process
- computer vision
- generative and discriminative models