Conditional Sampling from Invertible Generative Models with Applications to Inverse Problems.
Erik M. LindgrenJay WhangAlexandros G. DimakisPublished in: CoRR (2020)
Keyphrases
- generative model
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- probabilistic model
- discriminative learning
- parameter space
- optimization problems
- optimization methods
- hierarchical hidden markov models
- discriminative models
- prior knowledge
- conditional random fields
- em algorithm
- partial differential equations
- generative and discriminative models
- object categories
- smoothness constraint
- early vision
- expectation maximization
- evolutionary algorithm
- image processing
- discriminative methods
- semi supervised
- latent variables
- multi view
- graphical models