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News/Prefix-Adaptive Block Diffusion for Efficient Document Recognition
arxiv
PublishedSeptember 1, 2026 at 4:00 AM
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Prefix-Adaptive Block Diffusion for Efficient Document Recognition

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arXiv:2605.16861v2 Announce Type: replace-cross Abstract: Block Diffusion Models (BDMs) support parallel generation, flexible-length output, and KV caching, making them promising for efficient document parsing. However, existing BDMs bind denoising and cache commitment to fixed block boundaries: par

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