The efficacy and generalizability of conditional GANs for posterior inference in physics-based inverse problems.
Deep RayHarisankar RamaswamyDhruv V. PatelAssad A. OberaiPublished in: CoRR (2022)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- optimization methods
- emission tomography
- optimization problems
- markov chain monte carlo
- probability distribution
- deformable models
- partial differential equations
- smoothness constraint
- early vision
- parameter space
- posterior distribution
- genetic algorithm
- high quality