Overcoming the curse of dimensionality: Solving high-dimensional partial differential equations using deep learning.
Jiequn HanArnulf JentzenWeinan EPublished in: CoRR (2017)
Keyphrases
- partial differential equations
- deep learning
- high dimensional
- anisotropic diffusion
- numerical solution
- image denoising
- level set
- image processing
- unsupervised learning
- machine learning
- numerical algorithms
- image enhancement
- unsupervised feature learning
- dimensionality reduction
- high order
- multiscale
- differential equations
- numerical methods
- feature space
- denoising
- active contours
- weakly supervised
- learning strategies
- higher order
- feature selection
- computer vision