On Explicit Curvature Regularization in Deep Generative Models.
Yonghyeon LeeFrank C. ParkPublished in: TAG-ML (2023)
Keyphrases
- generative model
- probabilistic model
- discriminative models
- discriminative learning
- mixture model
- hierarchical hidden markov models
- conditional random fields
- em algorithm
- prior knowledge
- multiscale
- deep belief networks
- semi supervised
- representational power
- higher order
- hidden variables
- topic models
- expectation maximization
- decision trees
- maximum entropy principle
- discriminative methods
- machine learning