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OmniLayout: Enabling Coarse-to-Fine Learning with LLMs for Universal Document Layout Generation

arXiv — cs.CV•Friday, October 31, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
OmniLayout is making waves in the field of Document AI by addressing the challenges of document layout generation, which has been largely overlooked compared to layout analysis. This innovation is crucial as it aims to diversify the types of document layouts available for study, moving beyond the traditional academic formats to include more varied genres like newspapers and magazines. This shift not only enhances the understanding of document structures but also opens up new possibilities for applications in AI, making it a significant step forward in the field.
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