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Papers
PIX-TAB: Efficient PIXel-Precise TABle Structure Recognition Approach with Speculative Decoding and Region-Based Image Segmentation
CVPR 2026
Tables Decoded: DELTA for Structure, TARQA for Understanding
WACV 2026
Zero-Shot Table Extraction in Business Documents: A Unified Benchmark with Error Taxonomy and Ecological Analysis
WACV 2026
CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction Industry
WACV 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning
CVPR 2025
Enhanced Table Structure Recognition with Multi-Modal Approach
AACL 2025
Treading Towards Privacy-Preserving Table Structure Recognition
WACV 2025
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation
AAAI 2024
SEMv3: A Fast and Robust Approach to Table Separation Line Detection
IJCAI 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
NeurIPS 2024
TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism
IJCAI 2024
UniTabNet: Bridging Vision and Language Models for Enhanced Table Structure Recognition
EMNLP 2024
Divide Rows and Conquer Cells: Towards Structure Recognition for Large Tables
IJCAI 2023
Improving Table Structure Recognition With Visual-Alignment Sequential Coordinate Modeling
CVPR 2023
LORE: Logical Location Regression Network for Table Structure Recognition
AAAI 2023
StrucTexTv2: Masked Visual-Textual Prediction for Document Image Pre-training
ICLR 2023
TableVLM: Multi-modal Pre-training for Table Structure Recognition
ACL 2023
Neural Collaborative Graph Machines for Table Structure Recognition
CVPR 2022
Visual Understanding of Complex Table Structures From Document Images
WACV 2022
DocParser: Hierarchical Document Structure Parsing from Renderings
AAAI 2021
TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition
ICCV 2021
Form2Seq : A Framework for Higher-Order Form Structure Extraction
EMNLP 2020