Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the Diffusion Limit.
Belinda TzenMaxim RaginskyPublished in: CoRR (2019)
Keyphrases
- gaussian model
- stochastic differential equations
- brownian motion
- diffusion process
- maximum a posteriori estimation
- gaussian distribution
- conditional independence
- image intensity
- gaussian mixture model
- anisotropic diffusion
- skin color
- latent variables
- additive gaussian noise
- differential equations
- stochastic process
- mixture model
- fractional brownian motion
- multiscale
- background model
- non stationary
- expectation maximization
- maximum likelihood