Improving the Noise Estimation of Latent Neural Stochastic Differential Equations

Linus Heck, Maximilian Gelbrecht, Michael T. Schaub +1

Latent neural stochastic differential equations (SDEs) have recently emerged as a promising approach for learning generative models from stochastic time series data. However, they…