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Beyond Document Page Classification: Design, Datasets, and Challenges

24 August 2023

Jordy Van Landeghem

Sanket Biswas

Matthew B. Blaschko

Marie-Francine Moens

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Papers citing "Beyond Document Page Classification: Design, Datasets, and Challenges"

29 / 29 papers shown

Title
DistilDoc: Knowledge Distillation for Visually-Rich Document Applications Jordy Van Landeghem Subhajit Maity Ayan Banerjee Matthew Blaschko Marie-Francine Moens Josep Lladós Sanket Biswas 121 2 0 12 Jun 2024
Hierarchical multimodal transformers for Multi-Page DocVQA Rubèn Pérez Tito Dimosthenis Karatzas Ernest Valveny 82 61 0 07 Dec 2022
Unifying Vision, Text, and Layout for Universal Document Processing Zineng Tang Ziyi Yang Guoxin Wang Yuwei Fang Yang Liu Chenguang Zhu Michael Zeng Chao-Yue Zhang Joey Tianyi Zhou VLM 120 112 0 05 Dec 2022
Augraphy: A Data Augmentation Library for Document Images Alexander Groleau Kok Wei Chee Stefan Larson Samay Maini Jonathan Boarman 82 10 0 30 Aug 2022
Towards Complex Document Understanding By Discrete Reasoning Fengbin Zhu Wenqiang Lei Fuli Feng Chao Wang Haozhou Zhang Tat-Seng Chua 86 48 0 25 Jul 2022
Unified Pretraining Framework for Document Understanding Jiuxiang Gu Jason Kuen Vlad I. Morariu Handong Zhao Nikolaos Barmpalios R. Jain A. Nenkova Tong Sun 80 98 0 22 Apr 2022
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang Tengchao Lv Lei Cui Yutong Lu Furu Wei 102 461 0 18 Apr 2022
DiT: Self-supervised Pre-training for Document Image Transformer Junlong Li Yiheng Xu Tengchao Lv Lei Cui Chaoxi Zhang Furu Wei ViT VLM 113 167 0 04 Mar 2022
OCR-IDL: OCR Annotations for Industry Document Library Dataset Ali Furkan Biten Rubèn Pérez Tito Lluís Gómez Ernest Valveny Dimosthenis Karatzas 59 30 0 25 Feb 2022
The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization Ildikó Pilán Pierre Lison Lilja Ovrelid Anthia Papadopoulou David Sánchez Montserrat Batet AILaw 91 88 0 25 Jan 2022
DocSynth: A Layout Guided Approach for Controllable Document Image Synthesis Sanket Biswas Pau Riba Josep Lladós Umapada Pal DiffM 47 21 0 06 Jul 2021
DocFormer: End-to-End Transformer for Document Understanding Srikar Appalaraju Bhavan A. Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha ViT 96 280 0 22 Jun 2021
Key Information Extraction From Documents: Evaluation And Generator Oliver Bensch Mirela C. Popa Constantin Spille 42 14 0 09 Jun 2021
SelfDoc: Self-Supervised Document Representation Learning Peizhao Li Jiuxiang Gu Jason Kuen Vlad I. Morariu Handong Zhao R. Jain Varun Manjunatha Hongfu Liu ViT SSL 82 162 0 07 Jun 2021
Kleister: Key Information Extraction Datasets Involving Long Documents with Complex Layouts Tomasz Stanislawek Filip Graliñski Anna Wróblewska Dawid Lipiñski Agnieszka Kaliska Paulina Rosalska Bartosz Topolski P. Biecek 84 95 0 12 May 2021
InfographicVQA Minesh Mathew Viraj Bagal Rubèn Pérez Tito Dimosthenis Karatzas Ernest Valveny C. V. Jawahar 108 242 0 26 Apr 2021
ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction Zheng Huang Kai Chen Jianhua He X. Bai Dimosthenis Karatzas Shijian Lu C. V. Jawahar 64 321 0 18 Mar 2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Rafal Powalski Łukasz Borchmann Dawid Jurkiewicz Tomasz Dwojak Michal Pietruszka Gabriela Pałka ViT 83 160 0 18 Feb 2021
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels Sangdoo Yun Seong Joon Oh Byeongho Heo Dongyoon Han Junsuk Choe Sanghyuk Chun 499 147 0 13 Jan 2021
Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning Subhojeet Pramanik Shashank Mujumdar Hima Patel 133 32 0 30 Sep 2020
Document Visual Question Answering Challenge 2020 Minesh Mathew Rubèn Pérez Tito Dimosthenis Karatzas R. Manmatha C. V. Jawahar 52 16 0 20 Aug 2020
Are we done with ImageNet? Lucas Beyer Olivier J. Hénaff Alexander Kolesnikov Xiaohua Zhai Aaron van den Oord VLM 134 407 0 12 Jun 2020
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context Xinyi Zheng Doug Burdick Lucian Popa Xu Zhong N. Wang LMTD 78 153 0 01 May 2020
Image-based table recognition: data, model, and evaluation Xu Zhong Elaheh Shafieibavani Antonio Jimeno Yepes LMTD 110 223 0 25 Nov 2019
PubLayNet: largest dataset ever for document layout analysis Xu Zhong Jianbin Tang Antonio Jimeno Yepes 54 462 0 16 Aug 2019
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 174 372 0 27 May 2019
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,877 0 14 Jun 2017
Selective Classification for Deep Neural Networks Yonatan Geifman Ran El-Yaniv CVBM 106 530 0 23 May 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,637 0 01 Sep 2014