Quadratic Residual Networks: A New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEs.
Jie BuAnuj KarpatnePublished in: CoRR (2021)
Keyphrases
- inverse problems
- neural network
- partial differential equations
- image reconstruction
- convex optimization
- global optimization
- pattern recognition
- computational complexity
- image processing
- objective function
- optimization problems
- computer vision
- cost function
- image denoising
- computationally expensive
- anisotropic diffusion