Transport, Variational Inference and Diffusions: with Applications to Annealed Flows and Schrödinger Bridges.
Francisco VargasNikolas NüskenPublished in: CoRR (2023)
Keyphrases
- variational inference
- hamilton jacobi
- distance transform
- heat equation
- bayesian inference
- wave equation
- topic models
- variational methods
- eikonal equation
- particle filter
- posterior distribution
- gaussian process
- probabilistic model
- probabilistic graphical models
- latent dirichlet allocation
- mixture model
- closed form
- finite difference
- exponential family
- exact inference
- partial differential equations
- medial axis
- scale space
- level set method
- graphical models
- scale spaces
- factor graphs
- hyperparameters
- approximate inference
- particle filtering
- probability distribution
- text mining
- latent variables
- prior information
- bayesian networks
- diffusion process
- curve evolution
- optic flow
- image segmentation
- active contours
- expectation maximization
- multiscale