Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations.
Junxiong JiaYanni WuPeijun LiDeyu MengPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- inverse problems
- partial differential equations
- numerical algorithms
- image reconstruction
- level set
- anisotropic diffusion
- global optimization
- image denoising
- image processing
- convex optimization
- numerical solution
- multiscale
- optimization methods
- image segmentation
- image enhancement
- regularization method
- evolution equation
- energy functional
- optimization problems
- neural network
- early vision
- computer vision
- variational methods
- evolutionary algorithm
- simulated annealing