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FVQA: Fact-based Visual Question Answering
17 June 2016
Peng Wang
Qi Wu
Chunhua Shen
Anton van den Hengel
A. Dick
CoGe
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Papers citing
"FVQA: Fact-based Visual Question Answering"
50 / 241 papers shown
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Cross-Modal Retrieval Augmentation for Multi-Modal Classification
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16 Apr 2021
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Domain-robust VQA with diverse datasets and methods but no target labels
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Ruotong Wang
Tristan D. Maidment
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29 Mar 2021
Multi-Modal Answer Validation for Knowledge-Based VQA
AAAI Conference on Artificial Intelligence (AAAI), 2021
Jialin Wu
Jiasen Lu
Ashish Sabharwal
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377
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23 Mar 2021
SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Bo Liu
Li-Ming Zhan
Li Xu
Lin Ma
Y. Yang
Xiao-Ming Wu
255
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0
18 Feb 2021
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge
Violetta Shevchenko
Damien Teney
A. Dick
Anton Van Den Hengel
213
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15 Jan 2021
Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings
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M. Hasegawa-Johnson
214
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0
31 Dec 2020
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA
Computer Vision and Pattern Recognition (CVPR), 2020
Kenneth Marino
Xinlei Chen
Devi Parikh
Abhinav Gupta
Marcus Rohrbach
272
226
0
20 Dec 2020
Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Qingxing Cao
Bailin Li
Xiaodan Liang
Keze Wang
Liang Lin
222
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14 Dec 2020
Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps
AAAI Conference on Artificial Intelligence (AAAI), 2020
Qi Zhu
Chenyu Gao
Peng Wang
Qi Wu
202
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09 Dec 2020
Transformation Driven Visual Reasoning
Computer Vision and Pattern Recognition (CVPR), 2020
Xin Hong
Yanyan Lan
Liang Pang
Jiafeng Guo
Xueqi Cheng
LRM
181
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0
26 Nov 2020
XTQA: Span-Level Explanations of the Textbook Question Answering
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Jie Ma
Q. Zheng
Jun Liu
Qingyu Yin
Jianlong Zhou
Y. Huang
209
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25 Nov 2020
Generating Natural Questions from Images for Multimodal Assistants
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Alkesh Patel
Sudarshan Ramanujam
Hadas Kotek
Christopher Klein
Jason D. Williams
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184
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17 Nov 2020
Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance View
IEEE Transactions on Image Processing (TIP), 2020
Yangyang Guo
Liqiang Nie
Zhiyong Cheng
Q. Tian
Min Zhang
362
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30 Oct 2020
New Ideas and Trends in Deep Multimodal Content Understanding: A Review
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Weiping Wang
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16 Oct 2020
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Wiebke Eberhardt
Stefano Bromuri
165
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13 Sep 2020
Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering
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Jiahao Yu
Zihao Zhu
Yujing Wang
Weifeng Zhang
Yue Hu
Jianlong Tan
198
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31 Aug 2020
A Dataset and Baselines for Visual Question Answering on Art
Noa Garcia
Chentao Ye
Zihua Liu
Qingtao Hu
Mayu Otani
Chenhui Chu
Yuta Nakashima
Teruko Mitamura
CoGe
157
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28 Aug 2020
Knowledge Graph Extraction from Videos
Louis Mahon
Eleonora Giunchiglia
Bowen Li
Thomas Lukasiewicz
102
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20 Jul 2020
Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions
European Conference on Computer Vision (ECCV), 2020
Noa Garcia
Yuta Nakashima
250
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17 Jul 2020
Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering
Zihao Zhu
Jiahao Yu
Yujing Wang
Yajing Sun
Yue Hu
Qi Wu
250
149
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16 Jun 2020
Give Me Something to Eat: Referring Expression Comprehension with Commonsense Knowledge
ACM Multimedia (ACM MM), 2020
Peng Wang
Dongyang Liu
Hui Li
Qi Wu
ObjD
217
22
0
02 Jun 2020
Structured Multimodal Attentions for TextVQA
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Chenyu Gao
Qi Zhu
Peng Wang
Hui Li
Yuliang Liu
Anton Van Den Hengel
Qi Wu
272
66
0
01 Jun 2020
Visuo-Linguistic Question Answering (VLQA) Challenge
Shailaja Keyur Sampat
Yezhou Yang
Chitta Baral
CoGe
138
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01 May 2020
Knowledge-Based Visual Question Answering in Videos
Noa Garcia
Mayu Otani
Chenhui Chu
Yuta Nakashima
59
0
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17 Apr 2020
An Entropy Clustering Approach for Assessing Visual Question Difficulty
IEEE Access (IEEE Access), 2020
K. Terao
Toru Tamaki
B. Raytchev
K. Kaneda
Shuníchi Satoh
OOD
AAML
304
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12 Apr 2020
Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing
Goonmeet Bajaj
Bortik Bandyopadhyay
Daniela Schmidt
Pranav Maneriker
Christopher Myers
Srinivasan Parthasarathy
173
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08 Apr 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text
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Difei Gao
Ke Li
Ruiping Wang
Shiguang Shan
Xilin Chen
212
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31 Mar 2020
Linguistically Driven Graph Capsule Network for Visual Question Reasoning
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Xiaodan Liang
Keze Wang
Liang Lin
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281
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23 Mar 2020
Multilayer Dense Connections for Hierarchical Concept Classification
T. Parag
Hongcheng Wang
136
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19 Mar 2020
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering
Computer Vision and Pattern Recognition (CVPR), 2020
Xinyu Wang
Yuliang Liu
Chunhua Shen
Chun Chet Ng
Canjie Luo
Lianwen Jin
C. Chan
Anton Van Den Hengel
Liangwei Wang
207
116
0
24 Feb 2020
Augmenting Visual Question Answering with Semantic Frame Information in a Multitask Learning Approach
International Computer Science Conference (ICSC), 2020
Mehrdad Alizadeh
Barbara Di Eugenio
119
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31 Jan 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models
Pattern Recognition (Pattern Recognit.), 2020
M. Farazi
Salman H. Khan
Nick Barnes
204
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20 Jan 2020
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning
AAAI Spring Symposium Combining Machine Learning with Knowledge Engineering (CMLKE), 2019
Filippos Gouidis
Alexandros Vassiliades
Theodore Patkos
Antonis Argyros
Nick Bassiliades
Dimitris Plexousakis
OCL
174
12
0
26 Dec 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2019
Chao Zhang
Zichao Yang
Xiaodong He
Li Deng
HAI
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325
402
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10 Nov 2019
KnowIT VQA: Answering Knowledge-Based Questions about Videos
AAAI Conference on Artificial Intelligence (AAAI), 2019
Noa Garcia
Mayu Otani
Chenhui Chu
Yuta Nakashima
344
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0
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Relational Graph Representation Learning for Open-Domain Question Answering
Sal Vivona
Kaveh Hassani
GNN
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113
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Multi-modal Deep Analysis for Multimedia
Wenwu Zhu
Xin Eric Wang
Hongzhi Li
219
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Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network
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Bailin Li
Xiaodan Liang
Liang Lin
142
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CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
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Ruiping Wang
Shiguang Shan
Xilin Chen
CoGe
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307
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An Empirical Study on Leveraging Scene Graphs for Visual Question Answering
British Machine Vision Conference (BMVC), 2019
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Wei-Lun Chao
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182
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Bilinear Graph Networks for Visual Question Answering
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Adversarial Multimodal Network for Movie Question Answering
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187
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OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge
Computer Vision and Pattern Recognition (CVPR), 2019
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Mohammad Rastegari
Ali Farhadi
Roozbeh Mottaghi
673
1,378
0
31 May 2019
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