The speaker identifies diffusion models' advantage as replacing inference-time MCMC with following a vector field over time, with further acceleration possible using ODE solvers.

“This shows the major upset of diffusion models. Instead of needing to perform M_C_M_C_ during inference time, we only need to follow a vector field across time, which can be further accelerated using sophisticated O_D_E_ solvers.”