On Explicit Curvature Regularization in Deep Generative Models.
Yonghyeon LeeFrank Chongwoo ParkPublished in: CoRR (2023)
Keyphrases
- generative model
- probabilistic model
- mixture model
- deep belief networks
- discriminative models
- em algorithm
- discriminative learning
- semi supervised
- deep learning
- multiscale
- restricted boltzmann machine
- topic models
- conditional random fields
- object categories
- hierarchical hidden markov models
- hidden variables
- sparse coding
- expectation maximization
- generative and discriminative models
- language modeling
- natural images
- graphical models
- maximum entropy principle
- representational power
- prior knowledge
- decision trees