Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution.
Tailin WuWillie NeiswangerHongtao ZhengStefano ErmonJure LeskovecPublished in: CoRR (2024)
Keyphrases
- inverse problems
- partial differential equations
- image reconstruction
- global optimization
- convex optimization
- emission tomography
- optimization methods
- optimization problems
- anisotropic diffusion
- level set
- image denoising
- neural network
- image enhancement
- multiscale
- high quality
- parameter space
- object recognition
- energy functional
- image sequences