Variational Autoencoders with Riemannian Brownian Motion Priors.
Dimitris KalatzisDavid EklundGeorgios ArvanitidisSøren HaubergPublished in: CoRR (2020)
Keyphrases
- brownian motion
- stochastic process
- differential equations
- heavy tailed
- diffusion process
- optimal control
- denoising
- stochastic processes
- vector valued
- heavy traffic
- poisson process
- queue length
- bayesian framework
- closed form solutions
- image segmentation
- prior information
- markov chain
- stochastic differential equations
- shape analysis
- queueing networks
- long run
- optical flow
- prior knowledge
- asymptotically optimal
- dynamical systems