Domain-Specific Denoising Diffusion Probabilistic Models for Brain Dynamics.
Yiqun DuanJinzhao ZhouZhen WangYu-Cheng ChangYu-Kai WangChin-Teng LinPublished in: CoRR (2023)
Keyphrases
- denoising
- probabilistic model
- domain specific
- diffusion processes
- nonlinear diffusion
- image denoising
- graphical models
- total variation
- noisy images
- domain independent
- brain white matter
- natural images
- general purpose
- image processing
- generative model
- diffusion mri
- human brain
- dynamical systems
- denoising algorithm
- noise removal
- dynamic model
- brain images
- language model
- network dynamics
- conditional random fields
- latent variables
- expectation maximization
- diffusion process
- wavelet packet
- hidden variables
- anisotropic diffusion
- beltrami flow
- hardi data
- inter subject variability
- bayesian networks
- reaction diffusion
- fiber bundles
- structure tensor
- functional magnetic resonance imaging
- diffusion tensor
- higher order