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