The Riemannian Geometry of Deep Generative Models.
Hang ShaoAbhishek KumarP. Thomas FletcherPublished in: CoRR (2017)
Keyphrases
- generative model
- probabilistic model
- geodesic distance
- deep belief networks
- discriminative models
- mixture model
- discriminative learning
- hierarchical hidden markov models
- prior knowledge
- maximum entropy principle
- semi supervised
- em algorithm
- conditional random fields
- generative and discriminative models
- object categories
- geometric structure
- topic models
- sparse coding
- expectation maximization
- image processing
- computer vision
- similarity measure