Provable Probabilistic Imaging using Score-Based Generative Priors.
Yu SunZihui WuYifan ChenBerthy T. FengKatherine L. BoumanPublished in: CoRR (2023)
Keyphrases
- generative model
- learned from training data
- data driven
- probabilistic model
- image processing
- bayesian framework
- image analysis
- medical imaging
- discriminative methods
- discriminative learning
- posterior probability
- generalized em algorithm
- markov logic networks
- probabilistic logic
- imaging systems
- uncertain data
- prior information
- high resolution
- prior probabilities
- infrared
- topic models
- probabilistic interpretation
- imaging process
- mixture model
- bayesian networks