Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution.
Tailin WuWillie NeiswangerHongtao ZhengStefano ErmonJure LeskovecPublished in: AAAI (2024)
Keyphrases
- inverse problems
- partial differential equations
- image reconstruction
- global optimization
- convex optimization
- anisotropic diffusion
- image processing
- emission tomography
- optimization methods
- optimization problems
- image enhancement
- image denoising
- energy functional
- optimization method
- denoising
- wavelet transform
- probabilistic model
- multiresolution
- multiscale