Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching.
Federico ErricaHenrik ChristiansenViktor ZaverkinTakashi MaruyamaMathias NiepertFrancesco AlesianiPublished in: CoRR (2023)
Keyphrases
- message passing
- belief propagation
- distributed systems
- factor graphs
- probabilistic inference
- approximate inference
- inference in graphical models
- sum product
- sum product algorithm
- shared memory
- distributed shared memory
- markov random field
- three dimensional
- graph cuts
- markov chain
- linear programming
- ldpc codes
- image retrieval
- image processing