Unlock: Neural SDEs and the Diffusion Bridge

The stochastic generalization of neural ODEs: parameterizing the drift and diffusion of an SDE with neural networks, the adjoint method extended through Brownian motion, the explicit bridge to diffusion models via the probability flow ODE, and generative neural SDEs as infinite-dimensional GANs.