Denoising Deep Generative Models.
Gabriel Loaiza-GanemBrendan Leigh RossLuhuan WuJohn P. CunninghamJesse C. CresswellAnthony L. CateriniPublished in: ICBINB (2022)
Keyphrases
- generative model
- denoising
- probabilistic model
- total variation
- deep belief networks
- natural images
- image processing
- mixture model
- discriminative learning
- em algorithm
- conditional random fields
- discriminative models
- prior knowledge
- semi supervised
- hidden variables
- maximum entropy principle
- object categories
- deep learning
- hierarchical hidden markov models
- topic models
- generative and discriminative models
- hierarchical models
- representational power
- expectation maximization
- pairwise