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cs.CL 1

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2026 1

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Infinite Mask Diffusion for Few-Step Distillation

cs.CL · 2026-05-11 · unverdicted · novelty 7.0

Infinite Mask Diffusion Models use stochastic infinite-state masks to overcome the factorization error lower bound in standard masked diffusion, achieving superior few-step performance on language tasks via distillation.

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  • Infinite Mask Diffusion for Few-Step Distillation cs.CL · 2026-05-11 · unverdicted · none · ref 19

    Infinite Mask Diffusion Models use stochastic infinite-state masks to overcome the factorization error lower bound in standard masked diffusion, achieving superior few-step performance on language tasks via distillation.