Cutting the Error by Half: Investigation of Very Deep CNN and Advanced
Training Strategies for Document Image Classification

Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification

11 April 2017

Muhammad Zeshan Afzal

Andreas Kölsch

Papers citing "Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification"

12 / 12 papers shown

Title
On Evaluation of Document Classification using RVL-CDIP Stefan Larson Gordon Lim Kevin Leach 39 3 0 21 Jun 2023
EAML: Ensemble Self-Attention-based Mutual Learning Network for Document Image Classification Souhail Bakkali Zuheng Ming Mickael Coustaty Marçal Rusiñol 10 6 0 11 May 2023
Evaluating Out-of-Distribution Performance on Document Image Classifiers Stefan Larson Gordon Lim Yutong Ai David Kuang Kevin Leach OODD OOD 37 18 0 14 Oct 2022
DiT: Self-supervised Pre-training for Document Image Transformer Junlong Li Yiheng Xu Tengchao Lv Lei Cui Chaoxi Zhang Furu Wei ViT VLM 41 160 0 04 Mar 2022
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding Jiapeng Wang Lianwen Jin Kai Ding VLM 35 140 0 28 Feb 2022
Document AI: Benchmarks, Models and Applications Lei Cui Yiheng Xu Tengchao Lv Furu Wei VLM 24 70 0 16 Nov 2021
DocFormer: End-to-End Transformer for Document Understanding Srikar Appalaraju Bhavan A. Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha ViT 41 271 0 22 Jun 2021
Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning Subhojeet Pramanik Shashank Mujumdar Hima Patel 19 31 0 30 Sep 2020
SlideImages: A Dataset for Educational Image Classification David Morris Eric Müller-Budack Ralph Ewerth 19 13 0 19 Jan 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding Yiheng Xu Minghao Li Lei Cui Shaohan Huang Furu Wei Ming Zhou 16 685 0 31 Dec 2019
Multimodal deep networks for text and image-based document classification Nicolas Audebert Catherine Herold K. Slimani Cédric Vidal 19 96 0 15 Jul 2019
Multilevel Context Representation for Improving Object Recognition Andreas Kölsch Muhammad Zeshan Afzal Marcus Liwicki 33 3 0 19 Mar 2017