MGDoc: Pre-training with Multi-granular Hierarchy for Document Image
Understanding

MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding

27 November 2022

Jiuxiang Gu

Chris Tensmeyer

Nikolaos Barmpalios

Vlad I. Morariu

Papers citing "MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding"

7 / 7 papers shown

Title
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering Alex Nguyen Zilong Wang Jingbo Shang Dheeraj Mekala 41 1 0 30 Mar 2024
On Evaluation of Document Classification using RVL-CDIP Stefan Larson Gordon Lim Kevin Leach 39 3 0 21 Jun 2023
Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation Prashant Krishnan Zilong Wang Yangkun Wang Jingbo Shang 23 3 0 24 May 2023
Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path Zilong Wang Jingbo Shang 49 0 0 23 May 2023
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 153 501 0 29 Dec 2020
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 143 356 0 27 May 2019
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 303 10,233 0 16 Nov 2016