Compressed Sensing using Generative Models.
Ashish BoraAjil JalalEric PriceAlexandros G. DimakisPublished in: ICML (2017)
Keyphrases
- generative model
- compressed sensing
- image reconstruction
- probabilistic model
- natural images
- random projections
- em algorithm
- sparse representation
- signal processing
- discriminative models
- topic models
- prior knowledge
- semi supervised
- sparse coding
- discriminative learning
- expectation maximization
- information retrieval
- higher order
- learning process
- multiscale
- machine learning