Reconstructing continuously heterogeneous structures from single particle cryo-EM with deep generative models.
Ellen D. ZhongTristan BeplerJoseph H. DavisBonnie BergerPublished in: CoRR (2019)
Keyphrases
- generative model
- probabilistic model
- mixture model
- em algorithm
- bayesian framework
- expectation maximization
- prior knowledge
- visual patterns
- conditional random fields
- semi supervised
- discriminative models
- latent dirichlet allocation
- topic models
- deep belief networks
- maximum entropy principle
- discriminative learning
- parameter learning
- object categories
- maximum likelihood
- data sets
- image segmentation