Physics-aware Deep Generative Models for Creating Synthetic Microstructures.
Rahul SinghViraj ShahBalaji Sesha Sarath PokuriSoumik SarkarBaskar GanapathysubramanianChinmay HegdePublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- deep belief networks
- discriminative models
- prior knowledge
- em algorithm
- hierarchical hidden markov models
- conditional random fields
- generative and discriminative models
- semi supervised
- expectation maximization
- maximum entropy principle
- topic models
- discriminative methods
- hierarchical models
- computer vision
- object categories
- information extraction
- bayesian networks