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Answering Questions about Data Visualizations using Efficient Bimodal
  Fusion
v1v2 (latest)

Answering Questions about Data Visualizations using Efficient Bimodal Fusion

IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
5 August 2019
Kushal Kafle
Robik Shrestha
Brian L. Price
Scott D. Cohen
Christopher Kanan
ArXiv (abs)PDFHTML

Papers citing "Answering Questions about Data Visualizations using Efficient Bimodal Fusion"

20 / 20 papers shown
ChartLens: Fine-grained Visual Attribution in Charts
ChartLens: Fine-grained Visual Attribution in ChartsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Manan Suri
Puneet Mathur
Nedim Lipka
Franck Dernoncourt
Ryan Rossi
Dinesh Manocha
241
1
0
25 May 2025
EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding
EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart UnderstandingAAAI Conference on Artificial Intelligence (AAAI), 2024
Muye Huang
Han Lai
Xinyu Zhang
Wenjun Wu
Jie Ma
Lingling Zhang
Jun Liu
363
25
0
03 Sep 2024
VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning
VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution ReasoningAAAI Conference on Artificial Intelligence (AAAI), 2024
Muye Huang
L. Zhang
Lai Han
Wenjun Wu
Xinyu Zhang
Jun Liu
287
5
0
03 Sep 2024
DOMINO: A Dual-System for Multi-step Visual Language Reasoning
DOMINO: A Dual-System for Multi-step Visual Language Reasoning
Peifang Wang
O. Yu. Golovneva
Armen Aghajanyan
Xiang Ren
Muhao Chen
Asli Celikyilmaz
Maryam Fazel-Zarandi
LRM
234
15
0
04 Oct 2023
FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback
FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback
Ashish Singh
Ashutosh Singh
Prateek R. Agarwal
Zixuan Huang
Arpita Singh
...
Ryan Rossi
Puneet Mathur
Erik Learned-Miller
Franck Dernoncourt
Ryan Rossi
384
8
0
20 Jul 2023
Reading and Reasoning over Chart Images for Evidence-based Automated
  Fact-Checking
Reading and Reasoning over Chart Images for Evidence-based Automated Fact-CheckingFindings (Findings), 2023
Mubashara Akhtar
O. Cocarascu
Elena Simperl
369
40
0
27 Jan 2023
MapQA: A Dataset for Question Answering on Choropleth Maps
MapQA: A Dataset for Question Answering on Choropleth Maps
Shuaichen Chang
David Palzer
Jialin Li
Eric Fosler-Lussier
N. Xiao
229
75
0
15 Nov 2022
LineCap: Line Charts for Data Visualization Captioning Models
LineCap: Line Charts for Data Visualization Captioning ModelsVisual .. (VISUAL), 2022
Anita Mahinpei
Zona Kostic
Christy Tanner
VLM
250
25
0
15 Jul 2022
Chart Question Answering: State of the Art and Future Directions
Chart Question Answering: State of the Art and Future Directions
Enamul Hoque
P. Kavehzadeh
Ahmed Masry
182
57
0
08 May 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and
  Logical Reasoning
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningFindings (Findings), 2022
Ahmed Masry
Do Xuan Long
J. Tan
Shafiq Joty
Enamul Hoque
AIMat
588
1,302
0
19 Mar 2022
VisRecall: Quantifying Information Visualisation Recallability via
  Question Answering
VisRecall: Quantifying Information Visualisation Recallability via Question AnsweringIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Yao Wang
Chuhan Jiao
Mihai Bâce
Andreas Bulling
323
8
0
30 Dec 2021
Classification-Regression for Chart Comprehension
Classification-Regression for Chart Comprehension
Matan Levy
Rami Ben-Ari
Dani Lischinski
175
17
0
29 Nov 2021
CHARTER: heatmap-based multi-type chart data extraction
CHARTER: heatmap-based multi-type chart data extraction
J. Shtok
Sivan Harary
Ophir Azulai
Adi Raz Goldfarb
Assaf Arbelle
Leonid Karlinsky
153
3
0
28 Nov 2021
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User
  Interactions with Visual Representations of Time Series
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series
L. Christino
M. D. Ferreira
F. Paulovich
163
3
0
19 Jan 2021
A Survey on ML4VIS: Applying Machine Learning Advances to Data
  Visualization
A Survey on ML4VIS: Applying Machine Learning Advances to Data VisualizationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Qianwen Wang
Zhutian Chen
Yong Wang
Huamin Qu
652
93
0
01 Dec 2020
Multimodal Research in Vision and Language: A Review of Current and
  Emerging Trends
Multimodal Research in Vision and Language: A Review of Current and Emerging Trends
Shagun Uppal
Sarthak Bhagat
Devamanyu Hazarika
Navonil Majumdar
Soujanya Poria
Roger Zimmermann
Amir Zadeh
344
6
0
19 Oct 2020
Graph-based Heuristic Search for Module Selection Procedure in Neural
  Module Network
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network
Yuxuan Wu
Hideki Nakayama
GNN
164
3
0
30 Sep 2020
Hierarchical Deep Multi-modal Network for Medical Visual Question
  Answering
Hierarchical Deep Multi-modal Network for Medical Visual Question AnsweringExpert systems with applications (ESWA), 2020
D. Gupta
S. Suman
Asif Ekbal
170
70
0
27 Sep 2020
DocVQA: A Dataset for VQA on Document Images
DocVQA: A Dataset for VQA on Document Images
Minesh Mathew
Dimosthenis Karatzas
C. V. Jawahar
927
1,255
0
01 Jul 2020
REMIND Your Neural Network to Prevent Catastrophic Forgetting
REMIND Your Neural Network to Prevent Catastrophic ForgettingEuropean Conference on Computer Vision (ECCV), 2019
Tyler L. Hayes
Kushal Kafle
Robik Shrestha
Manoj Acharya
Christopher Kanan
CLL
482
337
0
06 Oct 2019
1
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