SimVAE: Simulator-Assisted Training forInterpretable Generative Models.
Akash SrivastavaJessie C. RosenbergDan GutfreundDavid D. CoxPublished in: CoRR (2019)
Keyphrases
- generative model
- probabilistic model
- discriminatively trained
- discriminative learning
- mixture model
- discriminative models
- hierarchical hidden markov models
- em algorithm
- hidden variables
- prior knowledge
- maximum entropy principle
- conditional random fields
- training set
- object categories
- representational power
- computer vision
- supervised learning
- semi supervised
- deep belief networks
- similarity measure
- higher order
- unsupervised learning
- topic models