Message Passing Neural PDE Solvers.
Johannes BrandstetterDaniel E. WorrallMax WellingPublished in: ICLR (2022)
Keyphrases
- message passing
- partial differential equations
- belief propagation
- distributed systems
- inference in graphical models
- probabilistic inference
- sum product algorithm
- shared memory
- level set
- markov random field
- approximate inference
- distributed shared memory
- factor graphs
- matrix multiplication
- image denoising
- graphical models
- sum product
- computer vision
- junction tree
- reaction diffusion
- energy minimization
- graph cuts
- dynamic programming
- reinforcement learning
- high quality