Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty

Ziyu Chen, Xinbei Jiang, Peng Sun +1

Masked Diffusion Models (MDMs) offer flexible, non-autoregressive generation, but this freedom introduces a challenge: final output quality is highly sensitive to the decoding orde…