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TableFormer: Table Structure Understanding with Transformers

2 March 2022

Papers citing "TableFormer: Table Structure Understanding with Transformers"

25 / 25 papers shown

Title
SPRINT: Script-agnostic Structure Recognition in Tables Dhruv Kudale Badri Vishal Kasuba Venkatapathy Subramanian P. Chaudhuri Ganesh Ramakrishnan LMTD 144 1 0 15 Mar 2025
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence Granite Vision Team Leonid Karlinsky Assaf Arbelle Abraham Daniels A. Nassar ... Sriram Raghavan Tanveer Syeda-Mahmood Peter W. J. Staar Tal Drory Rogerio Feris VLM AI4TS 182 2 0 14 Feb 2025
TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism Minsoo Khang Teakgyu Hong LMTD 149 1 0 21 Jan 2025
The Design of an LLM-powered Unstructured Analytics System Eric Anderson Jonathan Fritz Austin Lee Bohou Li Mark Lindblad ... Mehul A. Shah Benjamin Sowell Dan Tecuci Vinayak Thapliyal Matt Welsh 103 12 0 31 Dec 2024
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Yitong Zhou Mingyue Cheng Qingyang Mao Qi Liu F. Xu LMTD 99 1 0 30 Dec 2024
Parsing Table Structures in the Wild Rujiao Long Wen Wang Nan Xue Feiyu Gao Zhibo Yang Yongpan Wang Gui-Song Xia LMTD 72 52 0 06 Sep 2021
TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition Wenyuan Xue Baosheng Yu Wen Wang Dacheng Tao Qingyong Li LMTD 81 42 0 20 Jun 2021
ICDAR 2021 Competition on Scientific Table Image Recognition to LaTeX Pratik Kayal Mrinal Anand Harsh Desai M. Singh LMTD 43 12 0 30 May 2021
PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Table Image Recognition to Latex Yelin He Xianbiao Qi Jiaquan Ye Peng Gao Yihao Chen Bingcong Li Xin Tang Rong Xiao LMTD 40 11 0 05 May 2021
Robust PDF Document Conversion Using Recurrent Neural Networks Nikolaos Livathinos Cesar Berrospi Maksym Lysak Viktor Kuropiatnyk Ahmed Nassar A. Carvalho Michele Dolfi Christoph Auer K. Dinkla Peter W. J. Staar 44 23 0 18 Feb 2021
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 440 13,130 0 26 May 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 64 153 0 01 May 2020
CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents D. Prasad Ayan Gadpal Kshitij Kapadni Manish Visave Kavita A. Sultanpure LMTD 57 169 0 27 Apr 2020
GFTE: Graph-based Financial Table Extraction Yiren Li Zheng Huang Junchi Yan Yi Zhou Fan Ye Xianhui Liu 65 37 0 17 Mar 2020
TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images Shubham Paliwal Vishwanath D Rohit Rahul Monika Sharma Lovekesh Vig LMTD 65 150 0 06 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 547 42,639 0 03 Dec 2019
Image-based table recognition: data, model, and evaluation Xu Zhong Elaheh Shafieibavani Antonio Jimeno Yepes LMTD 90 223 0 25 Nov 2019
PubLayNet: largest dataset ever for document layout analysis Xu Zhong Jianbin Tang Antonio Jimeno Yepes 52 461 0 16 Aug 2019
Complicated Table Structure Recognition Zewen Chi Heyan Huang Heng-Da Xu Houjin Yu Wanxuan Yin Xian-Ling Mao LMTD 58 112 0 13 Aug 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 154 4,182 0 25 Feb 2019
Corpus Conversion Service: A machine learning platform to ingest documents at scale [Poster abstract] Peter W. J. Staar Michele Dolfi Christoph Auer C. Bekas MedIm 56 52 0 15 May 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 792 132,454 0 12 Jun 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 369 27,253 0 20 Mar 2017
Image Captioning with Semantic Attention Quanzeng You Hailin Jin Zhaowen Wang Chen Fang Jiebo Luo VLM 174 1,663 0 12 Mar 2016
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 262 6,036 0 17 Nov 2014