Generalized Denoising Auto-Encoders as Generative Models
Yoshua BengioLi YaoGuillaume AlainPascal VincentPublished in: CoRR (2013)
Keyphrases
- generative model
- denoising
- probabilistic model
- mixture model
- image processing
- em algorithm
- discriminative models
- total variation
- discriminative learning
- natural images
- hidden variables
- semi supervised
- hierarchical hidden markov models
- prior knowledge
- maximum entropy principle
- expectation maximization
- generative and discriminative models
- conditional random fields
- object categories
- representational power
- object parts
- machine learning
- probability distribution