2026
Adaptive Moments are Surprisingly Effective for Plug-and-Play Diffusion Sampling
ICLR 2026poster
Guided diffusion sampling relies on approximating intractable likelihood scores, which introduces significant noise into the sampling dynamics. We propose using adaptive moment estimation to stabilize these noisy likelihood scores during sampling. Despite its simplicity, our approach achieves state-…