On the Power of Compressed Sensing with Generative Models.
Akshay KamathEric PriceSushrut KarmalkarPublished in: ICML (2020)
Keyphrases
- generative model
- compressed sensing
- image reconstruction
- probabilistic model
- random projections
- discriminative models
- sparse representation
- natural images
- discriminative learning
- em algorithm
- prior knowledge
- signal processing
- topic models
- fourier domain
- sparse coding
- generative and discriminative models
- data sets
- fourier transform
- semi supervised learning
- semi supervised
- expectation maximization
- super resolution
- high dimensional
- object recognition
- similarity measure