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News/Query-Efficient Rejection Sampling for Parallel Masked Diffusion
arxiv
PublishedOctober 16, 2026 at 4:00 AM

Query-Efficient Rejection Sampling for Parallel Masked Diffusion

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arXiv:2610.22238v1 Announce Type: new Abstract: Masked diffusion models (MDMs) accelerate generation by unmasking multiple tokens in parallel, but sampling these tokens independently ignores their correlations and biases the output. Anari et al. (2026) corrected this bias with rejection sampling, de

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