Batch norm with entropic regularization turns deterministic autoencoders into generative models.
Amur GhoseAbdullah RashwanPascal PoupartPublished in: UAI (2020)
Keyphrases
- generative model
- deep belief networks
- probabilistic model
- restricted boltzmann machine
- mixture model
- denoising
- discriminative learning
- discriminative models
- em algorithm
- semi supervised
- maximum entropy principle
- prior knowledge
- conditional random fields
- sparse coding
- hierarchical hidden markov models
- generative and discriminative models
- object categories
- deep learning
- topic models
- decision trees
- hidden variables
- expectation maximization
- semi supervised learning
- active learning
- unsupervised learning
- text classification
- hierarchical models
- hidden markov models
- machine learning