Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta Guidance

Researchers propose Embedded Runge-Kutta Guidance (ERK-Guid), a new method that improves diffusion model sampling by using solver-induced errors as guidance signals. The technique addresses stiffness issues in ODE trajectories and demonstrates superior performance over existing methods on ImageNet benchmarks.