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Active Learning Pipeline Slashes Annotation Costs for Cascaded Table Extraction Systems

A new paper accepted at ICDAR 2026 adapts Uncertainty Herding to cascaded object detection pipelines for document table extraction...

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新研究将主动学习引入级联表格提取流水线,显著降低数据标注成本
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Why it matters

This work opens a new direction for active learning in cascaded document AI pipelines...

AI ResearchDocument AIActive LearningComputer Vision