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FVQA: Fact-based Visual Question Answering

17 June 2016

Peng Wang

Qi Wu

Chunhua Shen

Papers citing "FVQA: Fact-based Visual Question Answering"

50 / 225 papers shown

Title
Generating Natural Questions from Images for Multimodal Assistants Alkesh Patel Akanksha Bindal Hadas Kotek Christopher Klein Jason D. Williams VGen 95 7 0 17 Nov 2020
Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance View Yangyang Guo Liqiang Nie Zhiyong Cheng Q. Tian Min Zhang 116 70 0 30 Oct 2020
New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei Chen Weiping Wang Li Liu M. Lew VLM 159 33 0 16 Oct 2020
That looks interesting! Personalizing Communication and Segmentation with Random Forest Node Embeddings Weiwei Wang Wiebke Eberhardt Stefano Bromuri 109 1 0 13 Sep 2020
Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering Jiahao Yu Zihao Zhu Yujing Wang Weifeng Zhang Yue Hu Jianlong Tan 74 99 0 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 54 56 0 28 Aug 2020
Knowledge Graph Extraction from Videos Louis Mahon Eleonora Giunchiglia Bowen Li Thomas Lukasiewicz 52 20 0 20 Jul 2020
Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions Noa Garcia Yuta Nakashima 86 32 0 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 103 128 0 16 Jun 2020
Give Me Something to Eat: Referring Expression Comprehension with Commonsense Knowledge Peng Wang Dongyang Liu Hui Li Qi Wu ObjD 70 19 0 02 Jun 2020
Structured Multimodal Attentions for TextVQA Chenyu Gao Qi Zhu Peng Wang Hui Li Yuliang Liu Anton Van Den Hengel Qi Wu 90 60 0 01 Jun 2020
Visuo-Linguistic Question Answering (VLQA) Challenge Shailaja Keyur Sampat Yezhou Yang Chitta Baral CoGe 19 1 0 01 May 2020
Knowledge-Based Visual Question Answering in Videos Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima 8 0 0 17 Apr 2020
An Entropy Clustering Approach for Assessing Visual Question Difficulty K. Terao Toru Tamaki B. Raytchev K. Kaneda Shuníchi Satoh OOD AAML 34 1 0 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 35 2 0 08 Apr 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text Difei Gao Ke Li Ruiping Wang Shiguang Shan Xilin Chen 92 113 0 31 Mar 2020
Linguistically Driven Graph Capsule Network for Visual Question Reasoning Qingxing Cao Xiaodan Liang Keze Wang Liang Lin GNN 37 3 0 23 Mar 2020
Multilayer Dense Connections for Hierarchical Concept Classification T. Parag Hongcheng Wang 24 1 0 19 Mar 2020
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering Xinyu Wang Yuliang Liu Chunhua Shen Chun Chet Ng Canjie Luo Lianwen Jin C. Chan Anton Van Den Hengel Liangwei Wang 101 97 0 24 Feb 2020
Augmenting Visual Question Answering with Semantic Frame Information in a Multitask Learning Approach Mehrdad Alizadeh Barbara Di Eugenio 18 3 0 31 Jan 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models M. Farazi Salman H. Khan Nick Barnes 74 17 0 20 Jan 2020
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning Filippos Gouidis Alexandros Vassiliades Theodore Patkos Antonis Argyros Nick Bassiliades Dimitris Plexousakis OCL 61 12 0 26 Dec 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 117 335 0 10 Nov 2019
KnowIT VQA: Answering Knowledge-Based Questions about Videos Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima 134 80 0 23 Oct 2019
Relational Graph Representation Learning for Open-Domain Question Answering Sal Vivona Kaveh Hassani GNN NAI 67 10 0 18 Oct 2019
Multi-modal Deep Analysis for Multimedia Wenwu Zhu Xin Eric Wang Hongzhi Li 74 41 0 11 Oct 2019
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 49 13 0 23 Sep 2019
CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense Difei Gao Ruiping Wang Shiguang Shan Xilin Chen CoGe LRM 113 28 0 08 Aug 2019
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering Cheng Zhang Wei-Lun Chao D. Xuan 75 51 0 28 Jul 2019
Bilinear Graph Networks for Visual Question Answering Dalu Guo Chang Xu Dacheng Tao GNN 83 52 0 23 Jul 2019
Integrating Knowledge and Reasoning in Image Understanding Somak Aditya Yezhou Yang Chitta Baral OCL 75 41 0 24 Jun 2019
Adversarial Multimodal Network for Movie Question Answering Zhaoquan Yuan Siyuan Sun Lixin Duan Xiao Wu Changsheng Xu 93 3 0 24 Jun 2019
A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions Sashank Santhanam Samira Shaikh 3DV 79 52 0 02 Jun 2019
OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge Kenneth Marino Mohammad Rastegari Ali Farhadi Roozbeh Mottaghi 124 1,093 0 31 May 2019
Towards VQA Models That Can Read Amanpreet Singh Vivek Natarajan Meet Shah Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach EgoV 129 1,257 0 18 Apr 2019
Constructing Hierarchical Q&A Datasets for Video Story Understanding Y. Heo Kyoung-Woon On Seong-Ho Choi Jaeseo Lim Jinah Kim Jeh-Kwang Ryu Byung-Chull Bae Byoung-Tak Zhang 53 5 0 01 Apr 2019
Scene Graph Generation with External Knowledge and Image Reconstruction Jiuxiang Gu Handong Zhao Zhe Lin Sheng Li Jianfei Cai Mingyang Ling 86 294 0 01 Apr 2019
Image-Question-Answer Synergistic Network for Visual Dialog Dalu Guo Chang Xu Dacheng Tao 58 74 0 26 Feb 2019
You Only Look & Listen Once: Towards Fast and Accurate Visual Grounding Chaorui Deng Qi Wu Guanghui Xu Zhuliang Yu Yanwu Xu Kui Jia Mingkui Tan ObjD 34 1 0 12 Feb 2019
CHIP: Channel-wise Disentangled Interpretation of Deep Convolutional Neural Networks Xinrui Cui Dan Wang F. I. Z. Jane Wang FAtt BDL 36 12 0 07 Feb 2019
Spatial Knowledge Distillation to aid Visual Reasoning Somak Aditya Rudra Saha Yezhou Yang Chitta Baral 72 15 0 10 Dec 2018
Visual Question Answering as Reading Comprehension Hui Li Peng Wang Chunhua Shen Anton Van Den Hengel 60 41 0 29 Nov 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 200 884 0 27 Nov 2018
VQA with no questions-answers training B. Vatashsky S. Ullman 103 13 0 20 Nov 2018
Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering Medhini Narasimhan Svetlana Lazebnik Alex Schwing NAI GNN ReLM 66 11 0 01 Nov 2018
Understand, Compose and Respond - Answering Visual Questions by a Composition of Abstract Procedures B. Vatashsky S. Ullman CoGe 65 1 0 25 Oct 2018
Transfer Learning via Unsupervised Task Discovery for Visual Question Answering Hyeonwoo Noh Taehoon Kim Jonghwan Mun Bohyung Han 84 17 0 03 Oct 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 72 56 0 06 Sep 2018
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering Medhini Narasimhan Alex Schwing 79 105 0 04 Sep 2018
Graph R-CNN for Scene Graph Generation Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh GNN 117 844 0 01 Aug 2018