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The State of the Art in Creating Visualization Corpora for Automated Chart Analysis

23 May 2023

Papers citing "The State of the Art in Creating Visualization Corpora for Automated Chart Analysis"

45 / 45 papers shown

Title
MapQA: A Dataset for Question Answering on Choropleth Maps Shuaichen Chang David Palzer Jialin Li Eric Fosler-Lussier N. Xiao 43 47 0 15 Nov 2022
LineCap: Line Charts for Data Visualization Captioning Models Anita Mahinpei Zona Kostic Christy Tanner VLM 73 20 0 15 Jul 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning Ahmed Masry Do Xuan Long J. Tan Shafiq Joty Enamul Hoque AIMat 132 680 0 19 Mar 2022
Structure-aware Visualization Retrieval Haotian Li Yong Wang Aoyu Wu Huan Wei Huamin Qu 81 25 0 12 Feb 2022
SciCap: Generating Captions for Scientific Figures Ting-Yao Hsu C. Lee Giles Ting-Hao 'Kenneth' Huang 112 90 0 22 Oct 2021
Kori: Interactive Synthesis of Text and Charts in Data Documents Shahid Latif Zhengzhong Zhou Yoon Kim Fabian Beck N. Kim 38 63 0 09 Aug 2021
InfoColorizer: Interactive Recommendation of Color Palettes for Infographics Linping Yuan Ziqi Zhou Jian Zhao Yiqiu Guo F. Du Huamin Qu 87 47 0 03 Feb 2021
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization Aoyu Wu Yun Wang Xinhuan Shu Dominik Moritz Weiwei Cui Haidong Zhang Dongmei Zhang Huamin Qu 113 128 0 02 Feb 2021
A Survey on ML4VIS: Applying Machine Learning Advances to Data Visualization Qianwen Wang Zhutian Chen Yong Wang Huamin Qu 61 81 0 01 Dec 2020
Chart-to-Text: Generating Natural Language Descriptions for Charts by Adapting the Transformer Model Jason Obeid Enamul Hoque 63 138 0 18 Oct 2020
Reverse-engineering Bar Charts Using Neural Networks Fangfang Zhou Yong Zhao Wenjiang Chen Yijing Tan Yaqi Xu Yi Chen Chao Liu Ying Zhao 32 29 0 05 Sep 2020
VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations Michael Oppermann R. Kincaid T. Munzner 92 44 0 18 Aug 2020
MobileVisFixer: Tailoring Web Visualizations for Mobile Phones Leveraging an Explainable Reinforcement Learning Framework Aoyu Wu Wai-Shun Tong Tim Dwyer Bongshin Lee Petra Isenberg Huamin Qu 44 37 0 15 Aug 2020
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics Chunyao Qian Shizhao Sun Weiwei Cui Jian-Guang Lou Haidong Zhang Dongmei Zhang DiffM 58 47 0 31 Jul 2020
VisImages: A Fine-Grained Expert-Annotated Visualization Dataset Dazhen Deng Yihong Wu Xinhuan Shu Jiang Wu Siwei Fu Weiwei Cui Yingnian Wu 40 24 0 09 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 838 42,332 0 28 May 2020
ChartNet: Visual Reasoning over Statistical Charts using MAC-Networks Monika Sharma Shikha Gupta Arindam Chowdhury Lovekesh Vig 35 9 0 21 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 450 20,298 0 23 Oct 2019
PlotQA: Reasoning over Scientific Plots Nitesh Methani Pritha Ganguly Mitesh M. Khapra Pratyush Kumar 109 235 0 03 Sep 2019
Color Crafting: Automating the Construction of Designer Quality Color Ramps Stephen Smart Keke Wu D. Szafir 43 52 0 01 Aug 2019
Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline Zhutian Chen Yun Wang Qianwen Wang Yong Wang Huamin Qu 49 78 0 31 Jul 2019
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization Fan-Yun Sun Jordan Hoffmann Vikas Verma Jian Tang SSL 153 864 0 31 Jul 2019
LEAF-QA: Locate, Encode & Attend for Figure Question Answering Ritwick Chaudhry Sumit Shekhar Utkarsh Gupta Pranav Maneriker Prann Bansal Ajay Joshi LMTD 47 89 0 30 Jul 2019
Searching the Visual Style and Structure of D3 Visualizations Enamul Hoque Maneesh Agrawala 35 54 0 25 Jul 2019
Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements Weiwei Cui Xiaoyu Zhang Yun Wang He Huang B. Chen Lei Fang Haidong Zhang Jian-Guang Lou Dongmei Zhang 50 124 0 22 Jul 2019
Figure Captioning with Reasoning and Sequence-Level Training Charles C. Chen Ruiyi Zhang Eunyee Koh Sungchul Kim Scott D. Cohen Tong Yu Ryan Rossi Razvan Bunescu AIMat 55 39 0 07 Jun 2019
VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository K. Hu Neil Gaikwad Michiel A. Bakker Madelon Hulsebos Emanuel Zgraggen César A. Hidalgo Tim Kraska Guoliang Li Arvind Satyanarayan Çağatay Demiralp 69 109 0 12 May 2019
On the Use of ArXiv as a Dataset Colin B. Clement Matthew Bierbaum K. O’Keeffe Alexander A. Alemi AI4CE 385 133 0 30 Apr 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 780 8,554 0 03 Jan 2019
VizML: A Machine Learning Approach to Visualization Recommendation K. Hu Michiel A. Bakker Stephen Li Tim Kraska César A. Hidalgo VLM HAI 70 214 0 14 Aug 2018
Synthetically Trained Icon Proposals for Parsing and Summarizing Infographics Spandan Madan Zoya Bylinskii Matthew Tancik Adrià Recasens Kimberli Zhong Sami Alsheikh Hanspeter Pfister A. Oliva F. Durand DiffM 31 14 0 27 Jul 2018
FigureNet: A Deep Learning model for Question-Answering on Scientific Plots Revanth Reddy Gangi Reddy Rahul Ramesh Ameet Deshpande Mitesh M. Khapra AIMat OOD GNN 52 22 0 12 Jun 2018
Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks Victor C. Dibia Çağatay Demiralp 52 189 0 09 Apr 2018
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 77 396 0 24 Jan 2018
Beagle: Automated Extraction and Interpretation of Visualizations from the Web Leilani Battle Peitong Duan Zachery Miranda Dana Mukusheva Remco Chang Michael Stonebraker 43 127 0 16 Nov 2017
FigureQA: An Annotated Figure Dataset for Visual Reasoning Samira Ebrahimi Kahou Vincent Michalski Adam Atkinson Ákos Kádár Adam Trischler Yoshua Bengio ReLM AIMat 57 330 0 19 Oct 2017
Learning Visual Importance for Graphic Designs and Data Visualizations Zoya Bylinskii N. Kim Peter O'Donovan Sami Alsheikh Spandan Madan Hanspeter Pfister F. Durand Bryan C. Russell Aaron Hertzmann HAI 55 165 0 08 Aug 2017
Scatteract: Automated extraction of data from scatter plots M. Cliche David S. Rosenberg Dhruv Madeka Connie Yee 42 68 0 21 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,230 0 20 Mar 2017
Converting Basic D3 Charts into Reusable Style Templates Jonathan Harper Maneesh Agrawala 48 61 0 17 Sep 2016
Viziometrics: Analyzing Visual Information in the Scientific Literature Po-Shen Lee Jevin D. West B. Howe 44 77 0 16 May 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 214 5,222 0 22 Dec 2015
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 235 2,818 0 18 Nov 2015
Learning Style Similarity for Searching Infographics Babak Saleh Mira Dontcheva Aaron Hertzmann Zhicheng Liu 51 51 0 05 May 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,584 0 10 Sep 2014