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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
UNK-VQA: A Dataset and a Probe into the Abstention Ability of Multi-modal Large Models Yanyang Guo Fangkai Jiao Zhiqi Shen Liqiang Nie Mohan S. Kankanhalli MLLM 79 7 0 17 Oct 2023
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering Weizhe Lin Jinghong Chen Jingbiao Mei Alexandru Coca Bill Byrne 58 37 0 29 Sep 2023
A Survey on Interpretable Cross-modal Reasoning Dizhan Xue Shengsheng Qian Zuyi Zhou Changsheng Xu LRM 94 4 0 05 Sep 2023
CoTDet: Affordance Knowledge Prompting for Task Driven Object Detection Jiajin Tang Ge Zheng Jingyi Yu Sibei Yang ObjD 75 22 0 03 Sep 2023
Diagnosing Human-object Interaction Detectors Fangrui Zhu Yiming Xie Weidi Xie Huaizu Jiang 70 8 0 16 Aug 2023
Robust Visual Question Answering: Datasets, Methods, and Future Challenges Jie Ma Pinghui Wang Dechen Kong Zewei Wang Jun Liu Hongbin Pei Junzhou Zhao OOD 126 22 0 21 Jul 2023
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering Alireza Salemi Mahta Rafiee Hamed Zamani 69 10 0 28 Jun 2023
Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories Thomas Mensink J. Uijlings Lluis Castrejon A. Goel Felipe Cadar Howard Zhou Fei Sha A. Araújo V. Ferrari 83 44 0 15 Jun 2023
AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn Difei Gao Lei Ji Luowei Zhou Kevin Lin Joya Chen Zihan Fan Mike Zheng Shou MLLM 88 76 0 14 Jun 2023
End-to-end Knowledge Retrieval with Multi-modal Queries Man Luo Zhiyuan Fang Tejas Gokhale Yezhou Yang Chitta Baral VLM 70 19 0 01 Jun 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge Xingyu Fu Shenmin Zhang Gukyeong Kwon Pramuditha Perera Henghui Zhu ... Zhiguo Wang Vittorio Castelli Patrick Ng Dan Roth Bing Xiang 73 22 0 30 May 2023
KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models Zhiwei Jia P. Narayana Arjun Reddy Akula G. Pruthi Haoran Su Sugato Basu Varun Jampani VLM OffRL 79 4 0 28 May 2023
i-Code Studio: A Configurable and Composable Framework for Integrative AI Yuwei Fang Mahmoud Khademi Chenguang Zhu Ziyi Yang Reid Pryzant ... Yao Qian Takuya Yoshioka Lu Yuan Michael Zeng Xuedong Huang 74 2 0 23 May 2023
Visual Question Answering: A Survey on Techniques and Common Trends in Recent Literature Ana Claudia Akemi Matsuki de Faria Felype de Castro Bastos Jose Victor Nogueira Alves da Silva Vitor Lopes Fabris Valeska Uchôa Décio Gonccalves de Aguiar Neto C. F. G. Santos 68 27 0 18 May 2023
Combo of Thinking and Observing for Outside-Knowledge VQA Q. Si Yuchen Mo Zheng Lin Huishan Ji Weiping Wang 95 14 0 10 May 2023
NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge Phillip Howard Junlin Wang Vasudev Lal Gadi Singer Yejin Choi Swabha Swayamdipta 91 9 0 08 May 2023
Visual Reasoning: from State to Transformation Xin Hong Yanyan Lan Liang Pang Jiafeng Guo Xueqi Cheng LRM 48 4 0 02 May 2023
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering Alireza Salemi Juan Altmayer Pizzorno Hamed Zamani 38 15 0 26 Apr 2023
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering Weizhe Lin Zhilin Wang Bill Byrne AAML 110 4 0 19 Mar 2023
Graph Neural Networks in Vision-Language Image Understanding: A Survey Henry Senior Greg Slabaugh Shanxin Yuan Luca Rossi GNN 74 21 0 07 Mar 2023
VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning Kan Chen Xiangqian Wu CoGe 52 9 0 05 Mar 2023
The Contribution of Knowledge in Visiolinguistic Learning: A Survey on Tasks and Challenges Maria Lymperaiou Giorgos Stamou VLM 89 4 0 04 Mar 2023
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering Zhou Yu Xuecheng Ouyang Zhenwei Shao Mei Wang Jun Yu MLLM 178 11 0 03 Mar 2023
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? Yang Chen Hexiang Hu Yi Luan Haitian Sun Soravit Changpinyo Alan Ritter Ming-Wei Chang 126 94 0 23 Feb 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 205 9 0 21 Feb 2023
Large-scale Multi-Modal Pre-trained Models: A Comprehensive Survey Tianlin Li Guangyao Chen Guangwu Qian Pengcheng Gao Xiaoyong Wei Yaowei Wang Yonghong Tian Wen Gao AI4CE VLM 139 213 0 20 Feb 2023
Benchmarks for Automated Commonsense Reasoning: A Survey E. Davis ELM LRM 90 63 0 09 Feb 2023
BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA Models Ali Borji CoGe 40 1 0 28 Jan 2023
See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning Zhenfang Chen Qinhong Zhou Songlin Yang Yining Hong Hao Zhang Chuang Gan LRM VLM 99 41 0 12 Jan 2023
VQA and Visual Reasoning: An Overview of Recent Datasets, Methods and Challenges R. Zakari Jim Wilson Owusu Hailin Wang Ke Qin Zaharaddeen Karami Lawal Yue-hong Dong LRM 61 16 0 26 Dec 2022
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory Ziniu Hu Ahmet Iscen Chen Sun Zirui Wang Kai-Wei Chang Yizhou Sun Cordelia Schmid David A. Ross Alireza Fathi RALM VLM 98 96 0 10 Dec 2022
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles Shuquan Ye Yujia Xie Dongdong Chen Yichong Xu Lu Yuan Chenguang Zhu Jing Liao VLM 66 12 0 29 Nov 2022
A survey on knowledge-enhanced multimodal learning Maria Lymperaiou Giorgos Stamou 153 15 0 19 Nov 2022
Towards Reasoning-Aware Explainable VQA Rakesh Vaideeswaran Feng Gao Abhinav Mathur Govind Thattai LRM 73 3 0 09 Nov 2022
VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge Sahithya Ravi Aditya Chinchure Leonid Sigal Renjie Liao Vered Shwartz 66 29 0 24 Oct 2022
Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering Jialin Wu Raymond J. Mooney RALM 131 11 0 18 Oct 2022
COFAR: Commonsense and Factual Reasoning in Image Search Prajwal Gatti A. S. Penamakuri Revant Teotia Anand Mishra Shubhashis Sengupta Roshni Ramnani ReLM LRM 32 4 0 16 Oct 2022
TransAlign: Fully Automatic and Effective Entity Alignment for Knowledge Graphs Rui Zhang Xiaoyan Zhao Bayu Distiawan Trisedya Min Yang Hong Cheng Jianzhong Qi 51 0 0 16 Oct 2022
Retrieval Augmented Visual Question Answering with Outside Knowledge Weizhe Lin Bill Byrne RALM 105 77 0 07 Oct 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 137 79 0 27 Sep 2022
CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning Adam Dahlgren Lindström Savitha Sam Abraham 55 58 0 10 Aug 2022
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection Zhuo Chen Yufen Huang Jiaoyan Chen Yuxia Geng Yin Fang Jeff Z. Pan Ningyu Zhang Wen Zhang 89 37 0 26 Jul 2022
Visual Perturbation-aware Collaborative Learning for Overcoming the Language Prior Problem Yudong Han Liqiang Nie Jianhua Yin Jianlong Wu Yan Yan 80 14 0 24 Jul 2022
Semantic-aware Modular Capsule Routing for Visual Question Answering Yudong Han Jianhua Yin Jianlong Wu Yin-wei Wei Liqiang Nie 57 7 0 21 Jul 2022
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA Yangyang Guo Liqiang Nie Yongkang Wong Yebin Liu Zhiyong Cheng Mohan S. Kankanhalli 119 40 0 30 Jun 2022
cViL: Cross-Lingual Training of Vision-Language Models using Knowledge Distillation Kshitij Gupta Devansh Gautam R. Mamidi VLM 70 4 0 07 Jun 2022
A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge Dustin Schwenk Apoorv Khandelwal Christopher Clark Kenneth Marino Roozbeh Mottaghi 74 555 0 03 Jun 2022
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering Yuanze Lin Yujia Xie Dongdong Chen Yichong Xu Chenguang Zhu Lu Yuan 86 74 0 02 Jun 2022
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages Zihan Zhao Lu Chen Ruisheng Cao Hongshen Xu Xingyu Chen Kai Yu 83 9 0 13 May 2022
Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering Y. Heo Eun-Sol Kim Woo Suk Choi Byoung-Tak Zhang 62 28 0 22 Apr 2022