Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout
Analysis

Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis

22 August 2022

Papers citing "Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis"

15 / 15 papers shown

Title
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning Xiao-Hui Li Fei Yin Cheng-Lin Liu 35 0 0 05 Apr 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 73 3 0 11 Mar 2025
Enhancing Document Key Information Localization Through Data Augmentation Yue Dai 83 0 0 10 Feb 2025
DAViD: Domain Adaptive Visually-Rich Document Understanding with Synthetic Insights Yihao Ding S. Han Zechuan Li Hyunsuk Chung 23 0 0 02 Oct 2024
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding Chong Zhang Yi Tu Yixi Zhao Chenshu Yuan Huan Chen ... Mingxu Chai Ya Guo Huijia Zhu Qi Zhang Tao Gui 43 2 0 29 Sep 2024
Deep Learning based Visually Rich Document Content Understanding: A Survey Muhammad Ali Jean Lee Salman Khan 47 6 0 02 Aug 2024
Detect-Order-Construct: A Tree Construction based Approach for Hierarchical Document Structure Analysis Jiawei Wang Kai Hu Zhuoyao Zhong Lei-huan Sun Qiang Huo 35 6 0 22 Jan 2024
Dynamic Relation Transformer for Contextual Text Block Detection Jiawei Wang Shunchi Zhang Kai Hu Chixiang Ma Zhuoyao Zhong Lei-huan Sun Qiang Huo 32 0 0 17 Jan 2024
Document AI: A Comparative Study of Transformer-Based, Graph-Based Models, and Convolutional Neural Networks For Document Layout Analysis Sotirios Kastanas Shaomu Tan Yijiang He 33 1 0 29 Aug 2023
Workshop on Document Intelligence Understanding S. Han Yihao Ding Siwen Luo J. Poon HeeGuen Yoon Zhe Huang P. Duuring E. Holden 24 0 0 31 Jul 2023
PARAGRAPH2GRAPH: A GNN-based framework for layout paragraph analysis Shuyong Wei Nuo Xu 27 5 0 24 Apr 2023
PDFVQA: A New Dataset for Real-World VQA on PDF Documents Yihao Ding Siwen Luo Hyunsuk Chung S. Han 33 17 0 13 Apr 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 153 498 0 29 Dec 2020
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 140 355 0 27 May 2019
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 223 815 0 04 Apr 2018