PI-VAE: Physics-Informed Variational Auto-Encoder for stochastic differential equations.

Weiheng Zhong Hadi Meidani

Published in: CoRR (2022)

Keyphrases

stochastic differential equations
maximum a posteriori estimation
brownian motion
bit rate
additive gaussian noise
image segmentation
optical flow
motion estimation
differential equations
fractional brownian motion
multiscale
computational complexity
wavelet transform
edge detection
noise level
stochastic process