Efficient Learning of Generative Models via Finite-Difference Score Matching.
Tianyu PangTaufik XuChongxuan LiYang SongStefano ErmonJun ZhuPublished in: NeurIPS (2020)
Keyphrases
- efficient learning
- generative model
- finite difference
- finite element
- probabilistic model
- numerical solution
- partial differential equations
- mixture model
- numerical analysis
- discriminative learning
- prior knowledge
- hierarchical hidden markov models
- discriminative models
- conditional random fields
- matching algorithm
- learning algorithm
- structured prediction
- em algorithm
- object categories
- generative and discriminative models
- semi supervised
- expectation maximization
- diffusion equation
- membership queries
- image set
- pattern languages
- level set
- graphical models
- image features
- differential equations