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Andrea Zanette

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#machine learning Preprint Oct 2026

Random Remasking Scales Masked Diffusion Inference

Masked diffusion models (MDMs) generate sequences by progressively unmasking tokens, but errors introduced during decoding are typically irreversible. Recent work has shown that iterative correction can improve sample quality, yet existing theory fails to explain this given a learned, imperfect denoiser model. We re-fo...

Zhao-Yi Zhou, F. Wu, Andrea Zanette · 0 citations

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