Towards fast weak adversarial training to solve high dimensional parabolic partial differential equations using XNODE-WAN.
Paul Valsecchi OlivaYue WuCuiyu HeHao NiPublished in: CoRR (2021)
Keyphrases
- partial differential equations
- high dimensional
- numerical solution
- level set
- anisotropic diffusion
- image denoising
- multiscale
- image enhancement
- energy functional
- image processing
- differential equations
- mathematical morphology
- curve evolution
- low dimensional
- numerical algorithms
- high dimensional data
- finite difference method
- dimensionality reduction
- problems in image processing
- numerical methods
- diffusion equation
- fourth order
- finite difference
- numerical scheme
- stochastic control
- nonlinear partial differential equations
- conservation laws
- difference equations
- machine learning
- pairwise
- natural images
- high order