Algorithmic Aspects of Inverse Problems Using Generative Models.
Chinmay HegdePublished in: CoRR (2018)
Keyphrases
- inverse problems
- algorithmic aspects
- generative model
- image reconstruction
- global optimization
- convex optimization
- probabilistic model
- discriminative learning
- discriminative models
- optimization methods
- optimization problems
- conditional random fields
- semi supervised
- prior knowledge
- hierarchical hidden markov models
- em algorithm
- generative and discriminative models
- partial differential equations
- early vision
- expectation maximization
- object categories
- computationally expensive
- computer vision
- image classification
- active learning
- evolutionary algorithm