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18th ICDAR 2024: Athens, Greece - Part IV
- 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 IV. Lecture Notes in Computer Science 14807, Springer 2024, ISBN 978-3-031-70545-8
Layout Analysis and Document Classification
- Yamato Okamoto
, Youngmin Baek
CREPE: Coordinate-Aware End-to-End Document Parser. 3-20 - Tahira Shehzadi
A Hybrid Approach for Document Layout Analysis in Document Images. 21-39 - Jiawei Wang, Kai Hu, Qiang Huo:
DLAFormer: An End-to-End Transformer For Document Layout Analysis. 40-57 - Francisco J. Castellanos
A Region-Based Approach for Layout Analysis of Music Score Images in Scarce Data Scenarios. 58-75 - Qilin Deng
Doc-DINO: A Transformer Model for Complex Logical Document Layout Analysis. 76-89 - Lei Kang
Machine Unlearning for Document Classification. 90-102 - Saifullah Saifullah
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. 103-123 - Sankalp Sinha
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification. 124-141 - Marcel Lamott
LAPDoc: Layout-Aware Prompting for Documents. 142-159 - Wiam Adnan, Joël Tang, Yassine Bel Khayat Zouggari, Seif Edinne Laatiri, Laurent Lam, Fabien Caspani:
A LayoutLMv3-Based Model for Enhanced Relation Extraction in Visually-Rich Documents. 160-174 - Anna Scius-Bertrand, Atefeh Fakhari, Lars Vögtlin
Are Layout Analysis and OCR Still Useful for Document Information Extraction Using Foundation Models? 175-191
Machine Learning Methods
- Jordy Van Landeghem
DistilDoc: Knowledge Distillation for Visually-Rich Document Applications. 195-217 - Martin Kiss
Self-supervised Pre-training of Text Recognizers. 218-235 - Qiangang Pan, Yahong Hu, Youbai Xie, Xianghui Meng, Yilun Zhang:
Deep Learning-Driven Innovative Model for Generating Functional Knowledge Units. 236-252 - Wenjun Sun
Global-SEG: Text Semantic Segmentation Based on Global Semantic Pair Relations. 253-269 - Omar Hamed, Souhail Bakkali
Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting. 270-286 - Yiran Zhao
Integrating Dependency Type and Directionality into Adapted Graph Attention Networks to Enhance Relation Extraction. 287-305 - Manh-Tu Vu, Marie Beurton-Aimar:
ViT-ED: Transformer Network for Image Similarity Measurement. 306-323 - Jerod Weinman
Counting the Corner Cases: Revisiting Robust Reading Challenge Data Sets, Evaluation Protocols, and Metrics. 324-342 - Weiguang Zhang
Coarse-to-Fine Document Image Registration for Dewarping. 343-358 - Daria M. Ershova
An Ultra-lightweight Approach for Machine Readable Zone Detection via Semantic Segmentation and Fast Hough Transform. 359-374 - Tong Zhang
Synergistic Diverse Perspective for Topic Evolution Analysis on Weibo. 375-388 - Sho Shimotsumagari, Shumpei Takezaki, Daichi Haraguchi
Cross-Domain Image Conversion by CycleDM. 389-406 - Ahana Kundu
YOLO Assisted A* Algorithm for Robust Line Segmentation of Degraded Document Images. 407-424 - George Retsinas, Konstantina Nikolaidou, Giorgos Sfikas:
Enhancing CRNN HTR Architectures with Transformer Blocks. 425-440 - Yujie Lu, Dean Wu, Yuhong Zhang:
Dynamic Reasoning with Language Model and Knowledge Graph for Question Answering. 441-455
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