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18th ICDAR 2024: Athens, Greece - Part I
- Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng:
Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30 - September 4, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14804, Springer 2024, ISBN 978-3-031-70532-8
Business Documents
- Laura Jamieson, Carlos Francisco Moreno-García
, Eyad Elyan
A Multiclass Imbalanced Dataset Classification of Symbols from Piping and Instrumentation Diagrams. 3-16 - Glen Pouliquen
Weakly Supervised Training for Hologram Verification in Identity Documents. 17-33 - Zhen-Lun Mo, Song-Lu Chen, Qi Liu, Feng Chen, Xu-Cheng Yin:
Multi-task Learning for License Plate Recognition in Unconstrained Scenarios. 34-50 - Maxime Talarmain
Recurrent Few-Shot Model for Document Verification. 51-62 - Xin Yang
Document Specular Highlight Removal with Coarse-to-Fine Strategy. 63-78 - Travis Seng
SlideCraft: Synthetic Slides Generation for Robust Slide Analysis. 79-96 - Oshri Naparstek, Ophir Azulai, Inbar Shapira, Elad Amrani, Yevgeny Yaroker, Yevgeny Burshtein, Roi Pony, Nadav Rubinstein, Foad Abo Dahood, Orit Prince, Idan Friedman, Christoph Auer, Nikolaos Livathinos, Maksym Lysak, Ahmed Nassar, Peter W. J. Staar, Udi Barzelay:
KVP10k : A Comprehensive Dataset for Key-Value Pair Extraction in Business Documents. 97-116
Chinese Text Recognition
- Gang Yao
Visual Prompt Learning for Chinese Handwriting Recognition. 119-133 - Yangyang Liu, Yi Chen
Context-Aware Confidence Estimation for Rejection in Handwritten Chinese Text Recognition. 134-151 - Zhongyuan Han
Radical Similarity Based Model Optimization and Post-correction for Chinese Character Recognition. 152-168 - Pengjie Wang, Kaile Zhang, Xinyu Wang, Shengwei Han, Yongge Liu, Lianwen Jin, Xiang Bai, Yuliang Liu:
Puzzle Pieces Picker: Deciphering Ancient Chinese Characters with Radical Reconstruction. 169-187
Document Understanding and NLP
- Jeff Yang
Light-Weight Multi-modality Feature Fusion Network for Visually-Rich Document Understanding. 191-207 - Akkshita Trivedi
GDP: Generic Document Pretraining to Improve Document Understanding. 208-226 - He-Sen Dai, Xiao-Hui Li, Fei Yin, Xudong Yan, Shuqi Mei, Cheng-Lin Liu:
GraphMLLM: A Graph-Based Multi-level Layout Language-Independent Model for Document Understanding. 227-243 - Huynh The Vu
One-Shot Transformer-Based Framework for Visually-Rich Document Understanding. 244-261 - Chun-Bo Xu, Yi-Ming Chen, Cheng-Lin Liu:
EntityLayout: Entity-Level Pre-training Language Model for Semantic Entity Recognition and Relation Extraction. 262-279 - Mohammad Minouei
Embedding Layout in Text for Document Understanding Using Large Language Models. 280-293 - Nil Biescas
GeoContrastNet: Contrastive Key-Value Edge Learning for Language-Agnostic Document Understanding. 294-310
Transformers
- Jiawei Wang, Shunchi Zhang, Kai Hu, Chixiang Ma, Zhuoyao Zhong, Lei Sun, Qiang Huo:
Dynamic Relation Transformer for Contextual Text Block Detection. 313-330 - Yun Young Choi
End to End Table Transformer. 331-345
Charts and Tables
- Omar Moured, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen:
AltChart: Enhancing VLM-Based Chart Summarization Through Multi-pretext Tasks. 349-366 - Qiyu Hou
Synthesizing Realistic Data for Table Recognition. 367-388 - Takaya Kawakatsu
Multi-cell Decoder and Mutual Learning for Table Structure and Character Recognition. 389-405 - Hui Shi, Yusheng Xie, Luis Goncalves, Sicun Gao, Jishen Zhao:
WikiDT: Visual-Based Table Recognition and Question Answering Dataset. 406-437 - Xinhong Chen
DTSM: Toward Dense Table Structure Recognition with Text Query Encoder and Adjacent Feature Aggregator. 438-452 - Pengyu Yan
ChartReformer: Natural Language-Driven Chart Image Editing. 453-469 - Haochen Wang, Kai Hu, Haoyu Dong, Liangcai Gao:
DocTabQA: Answering Questions from Long Documents Using Tables. 470-487
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