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ranpox 's Collections
AgentTrek: Browser-Use Agent Data Synthesis
AGUVIS: Unified Pure Vision GUI Agents
LayoutLM and Document Intelligence
Awesome Computer Use Agents

LayoutLM and Document Intelligence

updated Dec 6, 2024
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  • LayoutLM: Pre-training of Text and Layout for Document Image Understanding

    Paper • 1912.13318 • Published Dec 31, 2019 • 2

  • microsoft/layoutlm-base-uncased

    Updated Apr 16, 2024 • 2.55M • 53

  • LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding

    Paper • 2012.14740 • Published Dec 29, 2020 • 1

  • microsoft/layoutlmv2-base-uncased

    Updated Sep 16, 2022 • 405k • 65

  • LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking

    Paper • 2204.08387 • Published Apr 18, 2022 • 2

  • microsoft/layoutlmv3-base

    Updated Apr 10, 2024 • 1.57M • 393

  • DiT: Self-supervised Pre-training for Document Image Transformer

    Paper • 2203.02378 • Published Mar 4, 2022

  • MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding

    Paper • 2110.08518 • Published Oct 16, 2021 • 1
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