Enhancing Approximate Message Passing via Diffusion Models Towards On-Device Intelligence.
Philip DaiKai YueRicheng JinMatt Tianfu WuKaiqi XiongPublished in: ICC Workshops (2024)
Keyphrases
- message passing
- diffusion models
- inference in graphical models
- diffusion model
- belief propagation
- information diffusion
- distributed systems
- social networks
- shared memory
- factor graphs
- sum product algorithm
- markov random field
- approximate inference
- influence maximization
- information processing
- junction tree
- viral marketing
- graphical models
- generalized belief propagation
- anisotropic diffusion
- multi view
- edge detection
- motion estimation
- high quality
- sum product
- similarity measure