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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
Attention Mechanism based Cognition-level Scene Understanding Xuejiao Tang Tai Le Quy LRM 73 0 0 17 Apr 2022
Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog Shunyu Zhang X. Jiang Zequn Yang T. Wan Zengchang Qin 60 12 0 10 Apr 2022
Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding Ziyue Wu Junyu Gao Shucheng Huang Changsheng Xu 77 4 0 04 Apr 2022
Text2Pos: Text-to-Point-Cloud Cross-Modal Localization Manuel Kolmet Qunjie Zhou Aljosa Osep Laura Leal-Taixe 79 24 0 28 Mar 2022
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering Yang Ding Jing Yu Bangchang Liu Yue Hu Mingxin Cui Qi Wu 58 64 0 17 Mar 2022
K-VQG: Knowledge-aware Visual Question Generation for Common-sense Acquisition Kohei Uehara Tatsuya Harada 88 10 0 15 Mar 2022
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering Mingxiao Li Marie-Francine Moens 79 13 0 06 Mar 2022
Joint Answering and Explanation for Visual Commonsense Reasoning Zhenyang Li Yangyang Guo Ke-Jyun Wang Yin-wei Wei Liqiang Nie Mohan S. Kankanhalli 67 17 0 25 Feb 2022
A Review on Methods and Applications in Multimodal Deep Learning Summaira Jabeen Xi Li Muhammad Shoib Amin Abdul Jabbar VLM HAI 68 98 0 18 Feb 2022
Multi-Modal Knowledge Graph Construction and Application: A Survey Xiangru Zhu Zhixu Li Xiaodan Wang Xueyao Jiang Penglei Sun Xuwu Wang Yanghua Xiao N. Yuan 73 167 0 11 Feb 2022
The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning Jack Hessel Jena D. Hwang Jinho Park Rowan Zellers Chandra Bhagavatula Anna Rohrbach Kate Saenko Yejin Choi ReLM 215 51 0 10 Feb 2022
NEWSKVQA: Knowledge-Aware News Video Question Answering Pranay Gupta Manish Gupta 141 7 0 08 Feb 2022
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering Feng Gao Q. Ping Govind Thattai Aishwarya N. Reganti Yingting Wu Premkumar Natarajan 63 17 0 14 Jan 2022
Self-Training Vision Language BERTs with a Unified Conditional Model Xiaofeng Yang Fengmao Lv Fayao Liu Guosheng Lin SSL VLM 85 14 0 06 Jan 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 116 49 0 18 Dec 2021
KAT: A Knowledge Augmented Transformer for Vision-and-Language Liangke Gui Borui Wang Qiuyuan Huang Alexander G. Hauptmann Yonatan Bisk Jianfeng Gao 75 161 0 16 Dec 2021
3D Question Answering Shuquan Ye Dongdong Chen Songfang Han Jing Liao ViT 94 49 0 15 Dec 2021
Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection Diego Garcia-Olano Yasumasa Onoe Joydeep Ghosh 69 18 0 13 Dec 2021
Two-stage Rule-induction Visual Reasoning on RPMs with an Application to Video Prediction Wentao He Jianfeng Ren Ruibin Bai Xudong Jiang LRM 63 5 0 24 Nov 2021
Medical Visual Question Answering: A Survey Zhihong Lin Donghao Zhang Qingyi Tao Danli Shi Gholamreza Haffari Qi Wu M. He Z. Ge 108 122 0 19 Nov 2021
Transferring Domain-Agnostic Knowledge in Video Question Answering Tianran Wu Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima Haruo Takemura 51 8 0 26 Oct 2021
Coarse-to-Fine Reasoning for Visual Question Answering Binh X. Nguyen Tuong Khanh Long Do Huy Tran Erman Tjiputra Quang-Dieu Tran A. Nguyen NAI 134 39 0 06 Oct 2021
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 58 6 0 01 Oct 2021
Knowledge-based Embodied Question Answering Sinan Tan Mengmeng Ge Di Guo Huaping Liu F. Sun 96 23 0 16 Sep 2021
Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering Ander Salaberria Gorka Azkune Oier López de Lacalle Aitor Soroa Etxabe Eneko Agirre 89 61 0 15 Sep 2021
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 267 422 0 10 Sep 2021
Temporal Pyramid Transformer with Multimodal Interaction for Video Question Answering Min Peng Chongyang Wang Yuan Gao Yu Shi Xiangdong Zhou 77 3 0 10 Sep 2021
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering Man Luo Yankai Zeng Pratyay Banerjee Chitta Baral RALM 131 66 0 09 Sep 2021
Weakly Supervised Relative Spatial Reasoning for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral LRM 73 19 0 04 Sep 2021
EKTVQA: Generalized use of External Knowledge to empower Scene Text in Text-VQA Arka Ujjal Dey Ernest Valveny Gaurav Harit 24 3 0 22 Aug 2021
Interpretable Visual Understanding with Cognitive Attention Network Xuejiao Tang Wenbin Zhang Yi Yu Kea Turner Hanyu Wang Mengyu Wang Eirini Ntoutsi 133 12 0 06 Aug 2021
Zero-shot Visual Question Answering using Knowledge Graph Zhuo Chen Jiaoyan Chen Yuxia Geng Jeff Z. Pan Zonggang Yuan Huajun Chen 87 70 0 12 Jul 2021
Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory Xuejiao Tang Xin Huang Wenbin Zhang T. Child Qiong Hu Zhen Liu Ji Zhang LRM 70 19 0 04 Jul 2021
NAAQA: A Neural Architecture for Acoustic Question Answering Jerome Abdelnour Jean Rouat G. Salvi 83 4 0 11 Jun 2021
Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding Mingjie Sun Jimin Xiao Eng Gee Lim Si Liu John Y. Goulermas ObjD 82 162 0 08 Jun 2021
Recent Advances and Trends in Multimodal Deep Learning: A Review Jabeen Summaira Xi Li Amin Muhammad Shoib Songyuan Li Abdul Jabbar HAI 220 59 0 24 May 2021
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss Yangyang Guo Liqiang Nie Zhiyong Cheng Feng Ji Ji Zhang A. Bimbo 71 35 0 05 May 2021
A survey on VQA_Datasets and Approaches Yeyun Zou Qiyu Xie 76 18 0 02 May 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification Shir Gur Natalia Neverova C. Stauffer Ser-Nam Lim Douwe Kiela A. Reiter 144 29 0 16 Apr 2021
Towards General Purpose Vision Systems Tanmay Gupta Amita Kamath Aniruddha Kembhavi Derek Hoiem 80 53 0 01 Apr 2021
Domain-robust VQA with diverse datasets and methods but no target labels Ruotong Wang Tristan D. Maidment Ahmad Diab Adriana Kovashka R. Hwa OOD 124 23 0 29 Mar 2021
Multi-Modal Answer Validation for Knowledge-Based VQA Jialin Wu Jiasen Lu Ashish Sabharwal Roozbeh Mottaghi 160 145 0 23 Mar 2021
SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering Bo Liu Li-Ming Zhan Li Xu Lin Ma Y. Yang Xiao-Ming Wu 88 273 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 80 28 0 15 Jan 2021
Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings Kiran Ramnath M. Hasegawa-Johnson 60 9 0 31 Dec 2020
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA Kenneth Marino Xinlei Chen Devi Parikh Abhinav Gupta Marcus Rohrbach 119 187 0 20 Dec 2020
Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding Qingxing Cao Bailin Li Xiaodan Liang Keze Wang Liang Lin 89 36 0 14 Dec 2020
Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps Qi Zhu Chenyu Gao Peng Wang Qi Wu 82 54 0 09 Dec 2020
Transformation Driven Visual Reasoning Xin Hong Yanyan Lan Liang Pang Jiafeng Guo Xueqi Cheng LRM 85 23 0 26 Nov 2020
XTQA: Span-Level Explanations of the Textbook Question Answering Jie Ma Q. Zheng Jun Liu Qingyu Yin Jianlong Zhou Y. Huang 34 13 0 25 Nov 2020