Provably Convergent Algorithms for Solving Inverse Problems Using Generative Models.
Viraj ShahRakib HyderM. Salman AsifChinmay HegdePublished in: CoRR (2021)
Keyphrases
- provably convergent
- generative model
- inverse problems
- representational power
- shape from shading
- image reconstruction
- global optimization
- optimization methods
- optimization problems
- learning algorithm
- semi supervised
- genetic algorithm
- image segmentation
- search space
- evolutionary algorithm
- probabilistic model
- em algorithm
- computationally expensive