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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
Outside Knowledge Conversational Video (OKCV) Dataset -- Dialoguing over Videos Benjamin Z. Reichman Constantin Patsch Jack Truxal Atishay Jain Larry Heck 30 0 0 11 Jun 2025
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs Chuan Xu Qiaosheng Chen Yutong Feng Gong Cheng RALM 3DV VLM 102 0 0 16 May 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Guanglin Niu Bo Li Yangguang Lin LRM 30 0 0 27 Apr 2025
Seeking and Updating with Live Visual Knowledge Mingyang Fu Yuyang Peng Benlin Liu Zetong Zhou Danny Chen Yao Wan Zhou Zhao Philip S. Yu Ranjay Krishna 64 1 0 07 Apr 2025
Aligning Vision to Language: Text-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning Junming Liu Siyuan Meng Yanting Gao Song Mao Pinlong Cai Guohang Yan Yirong Chen Zilin Bian Botian Shi Ding Wang 87 3 0 17 Mar 2025
Abduction of Domain Relationships from Data for VQA Al Mehdi Saadat Chowdhury Paulo Shakarian Gerardo Simari 130 0 0 13 Feb 2025
Combining Knowledge Graph and LLMs for Enhanced Zero-shot Visual Question Answering Qian Tao Xiaoyang Fan Yong Xu Xingquan Zhu Yufei Tang 77 0 0 22 Jan 2025
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms Raihan Kabir Naznin Haque Md. Saiful Islam Marium-E. Jannat CoGe 81 1 0 17 Nov 2024
SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset Ngoc Dung Huynh Mohamed Reda Bouadjenek Sunil Aryal Imran Razzak Hakim Hacid 73 0 0 30 Oct 2024
Improving Generalization in Visual Reasoning via Self-Ensemble Tien-Huy Nguyen Quang-Khai Tran Anh-Tuan Quang-Hoang VLM LRM 120 6 0 28 Oct 2024
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant A. S. Penamakuri Anand Mishra 108 1 0 24 Oct 2024
ActionCOMET: A Zero-shot Approach to Learn Image-specific Commonsense Concepts about Actions Shailaja Keyur Sampat Yezhou Yang Chitta Baral LM&Ro 78 0 0 17 Oct 2024
MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling Jian Yang Dacheng Yin Yizhou Zhou Fengyun Rao Wei-dong Zhai Yang Cao Zheng-jun Zha DiffM 55 6 0 14 Oct 2024
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos Arpan Phukan Manish Gupta Asif Ekbal VGen 77 0 0 13 Oct 2024
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments Sourjyadip Ray Kushal Gupta Soumi Kundu Payal Arvind Kasat Somak Aditya Pawan Goyal 35 2 0 08 Oct 2024
What Makes a Maze Look Like a Maze? Joy Hsu Jiayuan Mao J. Tenenbaum Noah D. Goodman Jiajun Wu OCL 128 6 0 12 Sep 2024
A Survey on Evaluation of Multimodal Large Language Models Jiaxing Huang Jingyi Zhang LM&MA ELM LRM 107 26 0 28 Aug 2024
IIU: Independent Inference Units for Knowledge-based Visual Question Answering Yili Li Jing Yu Keke Gai Gang Xiong 51 0 0 15 Aug 2024
Towards Flexible Evaluation for Generative Visual Question Answering Huishan Ji Q. Si Zheng Lin Weiping Wang 82 1 0 01 Aug 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 118 8 0 17 Jul 2024
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-reference Kai Shen Lingfei Wu Siliang Tang Fangli Xu Bo Long Yueting Zhuang Jian Pei 65 0 0 06 Jul 2024
CELLO: Causal Evaluation of Large Vision-Language Models Meiqi Chen Bo Peng Yan Zhang Chaochao Lu LRM ELM 72 0 0 27 Jun 2024
Disentangling Knowledge-based and Visual Reasoning by Question Decomposition in KB-VQA Elham J. Barezi Parisa Kordjamshidi CoGe 63 0 0 27 Jun 2024
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images Rushikesh Zawar Shaurya Dewan Andrew F. Luo Margaret M. Henderson Michael J. Tarr Leila Wehbe VGen CoGe 76 1 0 19 Jun 2024
Precision Empowers, Excess Distracts: Visual Question Answering With Dynamically Infused Knowledge In Language Models Manas Jhalani Annervaz K M Pushpak Bhattacharyya 38 0 0 14 Jun 2024
VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text Tianyu Zhang Suyuchen Wang Lu Li Ge Zhang Perouz Taslakian Sai Rajeswar Jie Fu Bang Liu Yoshua Bengio 91 5 0 10 Jun 2024
Enhancing Multimodal Large Language Models with Multi-instance Visual Prompt Generator for Visual Representation Enrichment Wenliang Zhong Wenyi Wu Qi Li Rob Barton Boxin Du Shioulin Sam Karim Bouyarmane Ismail B. Tutar Junzhou Huang 85 3 0 05 Jun 2024
SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge Andong Wang Bo Wu Sunli Chen Zhenfang Chen Haotian Guan Wei-Ning Lee Li Erran Li Chuang Gan LRM RALM 103 19 0 15 May 2024
Knowledge-aware Text-Image Retrieval for Remote Sensing Images Li Mi Xianjie Dai J. Castillo-Navarro D. Tuia 52 5 0 06 May 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering Dongze Hao Qunbo Wang Longteng Guo Jie Jiang Jing Liu 58 1 0 22 Apr 2024
Find The Gap: Knowledge Base Reasoning For Visual Question Answering Elham J. Barezi Parisa Kordjamshidi 58 1 0 16 Apr 2024
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective Meiqi Chen Yixin Cao Yan Zhang Chaochao Lu 105 16 0 27 Mar 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 279 401 0 21 Mar 2024
Knowledge Condensation and Reasoning for Knowledge-based VQA Dongze Hao Jian Jia Longteng Guo Qunbo Wang Te Yang ... Yanhua Cheng Bo Wang Quan Chen Han Li Jing Liu 72 1 0 15 Mar 2024
Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning Bingqian Lin Yanxin Long Yi Zhu Fengda Zhu Xiaodan Liang QiXiang Ye Liang Lin 74 5 0 09 Mar 2024
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM Jielin Qiu Andrea Madotto Zhaojiang Lin Paul A. Crook Yongjun Xu Xin Luna Dong Christos Faloutsos Lei Li Babak Damavandi Seungwhan Moon 94 10 0 07 Mar 2024
CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments Savitha Sam Abraham Marjan Alirezaie Luc de Raedt 74 1 0 05 Mar 2024
Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment Yunxin Li Xinyu Chen Baotian Hu Haoyuan Shi Min Zhang 85 4 0 21 Feb 2024
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance Li Mi Syrielle Montariol J. Castillo-Navarro Xianjie Dai Antoine Bosselut D. Tuia 49 4 0 20 Feb 2024
Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering Junnan Dong Qinggang Zhang Huachi Zhou Daochen Zha Pai Zheng Xiao Huang 84 11 0 20 Feb 2024
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems Clara Punzi Roberto Pellungrini Mattia Setzu F. Giannotti D. Pedreschi 67 6 0 09 Feb 2024
Knowledge Generation for Zero-shot Knowledge-based VQA Rui Cao Jing Jiang 49 6 0 04 Feb 2024
GeReA: Question-Aware Prompt Captions for Knowledge-based Visual Question Answering Ziyu Ma Shutao Li Bin Sun Jianfei Cai Zuxiang Long Fuyan Ma 69 3 0 04 Feb 2024
Q&A Prompts: Discovering Rich Visual Clues through Mining Question-Answer Prompts for VQA requiring Diverse World Knowledge Haibi Wang Weifeng Ge LRM 105 4 0 19 Jan 2024
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining Minjun Kim Seungwoo Song Youhan Lee Haneol Jang Kyungtae Lim 63 6 0 12 Jan 2024
Multi-Clue Reasoning with Memory Augmentation for Knowledge-based Visual Question Answering Chengxiang Yin Zhengping Che Kun Wu Zhiyuan Xu Jian Tang 51 0 0 20 Dec 2023
A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering Yunxin Li Longyue Wang Baotian Hu Xinyu Chen Wanqi Zhong Chenyang Lyu Wei Wang Min Zhang ELM 63 22 0 13 Nov 2023
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering Yichi Zhang Zhuo Chen Yin Fang Yanxi Lu Fangming Li Wen Zhang Hua-zeng Chen 112 30 0 11 Nov 2023
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities Md Farhan Ishmam Md Sakib Hossain Shovon M. F. Mridha Nilanjan Dey 138 42 0 01 Nov 2023
A Simple Baseline for Knowledge-Based Visual Question Answering Alexandros Xenos Themos Stafylakis Ioannis Patras Georgios Tzimiropoulos 147 8 0 20 Oct 2023