Invertible generative models for inverse problems: mitigating representation error and dataset bias.
Muhammad AsimAli AhmedPaul HandPublished in: CoRR (2019)
Keyphrases
- generative model
- inverse problems
- representational power
- discriminative learning
- probabilistic model
- image reconstruction
- global optimization
- discriminative models
- em algorithm
- convex optimization
- hierarchical hidden markov models
- optimization methods
- prior knowledge
- conditional random fields
- optimization problems
- generative and discriminative models
- semi supervised learning
- early vision
- semi supervised
- high dimensional