Solving Bayesian Inverse Problems via Variational Autoencoders.
Hwan GohSheroze SheriffdeenJonathan WittmerTan Bui-ThanhPublished in: MSML (2021)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- regularization methods
- denoising
- smoothness constraint
- bayesian networks
- image segmentation
- optical flow
- optimization problems
- emission tomography
- early vision
- optimization methods
- partial differential equations
- regularization method
- motion estimation
- video sequences