DOSnet as a Non-Black-Box PDE Solver: When Deep Learning Meets Operator Splitting.
Yuan LanZhen LiJie SunYang XiangPublished in: CoRR (2022)
Keyphrases
- black box
- deep learning
- operator splitting
- partial differential equations
- convex optimization
- unsupervised learning
- anisotropic diffusion
- machine learning
- white box
- black boxes
- level set
- image denoising
- image processing
- total variation
- image enhancement
- weakly supervised
- multiscale
- mental models
- numerical scheme
- energy functional
- high order
- test cases
- high resolution
- feature selection
- image segmentation
- finite difference
- pairwise