Deep Generative Models: Deterministic Prediction with an Application in Inverse Rendering.
Shima KamyabRasool SabziZohreh AzimifarPublished in: CoRR (2019)
Keyphrases
- generative model
- probabilistic model
- deep belief networks
- discriminative models
- discriminative learning
- mixture model
- prior knowledge
- em algorithm
- hierarchical hidden markov models
- conditional random fields
- semi supervised
- object categories
- maximum entropy principle
- graphical models
- topic models
- deep learning
- representational power
- language model
- data sets
- unsupervised learning
- hidden variables
- information extraction
- training data
- machine learning