VQA: Visual Question Answering

3 May 2015

Devi Parikh

Papers citing "VQA: Visual Question Answering"

50 / 2,890 papers shown

Title
RBT4DNN: Requirements-based Testing of Neural Networks Nusrat Jahan Mozumder Felipe Toledo Swaroopa Dola Matthew B. Dwyer AAML 49 1 0 03 Apr 2025
AdPO: Enhancing the Adversarial Robustness of Large Vision-Language Models with Preference Optimization Chaohu Liu Tianyi Gui Yu Liu Linli Xu VLM AAML 70 1 0 02 Apr 2025
Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks Jiawei Wang Yushen Zuo Yuanjun Chai Zichen Liu Yichen Fu Yichun Feng Kin-Man Lam AAML VLM 49 0 0 02 Apr 2025
PRISM-0: A Predicate-Rich Scene Graph Generation Framework for Zero-Shot Open-Vocabulary Tasks Abdelrahman Elskhawy Mengze Li Nassir Navab Benjamin Busam VLM 57 0 0 01 Apr 2025
SViQA: A Unified Speech-Vision Multimodal Model for Textless Visual Question Answering Bingxin Li 37 0 0 01 Apr 2025
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal Reasoning Jie Ma Zhitao Gao Qi Chai Jing Liu Peijie Wang Jing Tao Zhou Su 65 1 0 01 Apr 2025
CrowdVLM-R1: Expanding R1 Ability to Vision Language Model for Crowd Counting using Fuzzy Group Relative Policy Reward Zhiqiang Wang Pengbin Feng Yanbin Lin Shuzhang Cai Zongao Bian Jinghua Yan Xingquan Zhu 34 1 0 31 Mar 2025
STI-Bench: Are MLLMs Ready for Precise Spatial-Temporal World Understanding? Heng Chang Yuyao Zhang Tao Lin Xiangrui Liu Wenxiao Cai Zhengyang Liang Bo Zhao LRM 58 3 0 31 Mar 2025
Enhancing Image Resolution of Solar Magnetograms: A Latent Diffusion Model Approach Francesco P. Ramunno Paolo Massa Vitaliy Kinakh Brandon Panos A. Csillaghy Slava Voloshynovskiy DiffM 58 0 0 31 Mar 2025
Texture or Semantics? Vision-Language Models Get Lost in Font Recognition Zhecheng Li Guoxian Song Yujun Cai Zhen Xiong Junsong Yuan Yiwei Wang 3DV VLM 77 0 0 31 Mar 2025
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization Iñigo Pikabea Iñaki Lacunza Oriol Pareras Carlos Escolano Aitor Gonzalez-Agirre Javier Hernando Marta Villegas VLM 58 0 0 28 Mar 2025
Evaluating Multimodal Language Models as Visual Assistants for Visually Impaired Users Antonia Karamolegkou Malvina Nikandrou Georgios Pantazopoulos Danae Sanchez Villegas Phillip Rust Ruchira Dhar Daniel Hershcovich Anders Søgaard 44 0 0 28 Mar 2025
StarFlow: Generating Structured Workflow Outputs From Sketch Images Patrice Bechard Chao Wang Amirhossein Abaskohi Juan A. Rodriguez Christopher Pal David Vazquez Spandana Gella Sai Rajeswar Perouz Taslakian 38 0 0 27 Mar 2025
Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping Weili Zeng Ziyuan Huang Kaixiang Ji Yichao Yan VLM 50 1 0 26 Mar 2025
ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems Chenxi Wang Jizhan Fang Xiang Chen Bozhong Tian Ziwen Xu Hongyu Chen N. Zhang KELM 101 0 0 26 Mar 2025
BiblioPage: A Dataset of Scanned Title Pages for Bibliographic Metadata Extraction Jan Kohút Martin Dočekal Michal Hradiš Marek Vaško 39 0 0 25 Mar 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering Shuo Yang Siwen Luo S. Han Eduard Hovy LRM 44 0 0 24 Mar 2025
OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad Luyao Tang Yuxuan Yuan Chen Chen Zeyu Zhang Yue Huang Kun Zhang 59 0 0 24 Mar 2025
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model Cheng Yang Yang Sui Jinqi Xiao Lingyi Huang Yu Gong ... Jinghua Yan Y. Bai P. Sadayappan Xia Hu Bo Yuan VLM 64 0 0 24 Mar 2025
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives Delower Hossain Jake Y Chen NAI 54 1 0 23 Mar 2025
Progressive Prompt Detailing for Improved Alignment in Text-to-Image Generative Models Ketan Suhaas Saichandran Xavier Thomas Prakhar Kaushik Deepti Ghadiyaram DiffM 78 0 0 22 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 47 1 0 22 Mar 2025
Joint Extraction Matters: Prompt-Based Visual Question Answering for Multi-Field Document Information Extraction Mengsay Loem Taiju Hosaka 37 0 0 21 Mar 2025
Beyond Semantics: Rediscovering Spatial Awareness in Vision-Language Models Jianing Qi Jiawei Liu Hao Tang Zhigang Zhu 114 1 0 21 Mar 2025
REVAL: A Comprehension Evaluation on Reliability and Values of Large Vision-Language Models Jie M. Zhang Zheng Yuan Ziyi Wang Bei Yan Sibo Wang Xiangkui Cao Zonghui Guo Shiguang Shan Xilin Chen ELM 47 0 0 20 Mar 2025
IRef-VLA: A Benchmark for Interactive Referential Grounding with Imperfect Language in 3D Scenes Haochen Zhang Nader Zantout Pujith Kachana Ji Zhang Wenshan Wang VGen 56 0 0 20 Mar 2025
DocVideoQA: Towards Comprehensive Understanding of Document-Centric Videos through Question Answering Hairu Wang Kai Hu Liangcai Gao 197 0 0 20 Mar 2025
Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations Shuo Li Jiajun Sun Guodong Zheng Xiaoran Fan Yujiong Shen ... Wenming Tan Tao Ji Tao Gui Qi Zhang Xuanjing Huang AAML VLM 92 1 0 19 Mar 2025
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models Xinyu Tian Shu Zou Zhaoyuan Yang Jing Zhang 65 0 0 18 Mar 2025
ExDDV: A New Dataset for Explainable Deepfake Detection in Video Vlad Hondru Eduard Hogea Darian M. Onchis Radu Tudor Ionescu 63 1 0 18 Mar 2025
Where do Large Vision-Language Models Look at when Answering Questions? X. Xing Chia-Wen Kuo Li Fuxin Yulei Niu Fan Chen Ming Li Ying Wu Longyin Wen Sijie Zhu LRM 62 0 0 18 Mar 2025
Can Large Vision Language Models Read Maps Like a Human? Shuo Xing Zezhou Sun Shuangyu Xie Kaiyuan Chen Yanjia Huang Yuping Wang Jiachen Li Dezhen Song Zhengzhong Tu 68 3 0 18 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 298 1 0 16 Mar 2025
DynRsl-VLM: Enhancing Autonomous Driving Perception with Dynamic Resolution Vision-Language Models Xirui Zhou Lianlei Shan Xiaolin Gui 66 0 0 14 Mar 2025
Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering Kaixuan Jiang Yong-Jin Liu Weixing Chen Jingzhou Luo Ziliang Chen Ling Pan G. Li Liang Lin 65 2 0 14 Mar 2025
ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning Pengfei Luo Jingbo Zhou Tong Xu Yuan Xia Linli Xu Enhong Chen LRM 67 0 0 13 Mar 2025
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search Yiming Jia Junlong Li Xiang Yue Bo Li Ping Nie Kai Zou Wenhu Chen LRM 79 2 0 13 Mar 2025
FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multi-Sensor Target Classification S. Sami Md Golam Moula Mehedi Hasan Nasser M. Nasrabadi Raghuveer Rao 53 0 0 12 Mar 2025
Teaching LMMs for Image Quality Scoring and Interpreting Zicheng Zhang H. Wu Ziheng Jia Weisi Lin Guangtao Zhai 68 1 0 12 Mar 2025
EgoBlind: Towards Egocentric Visual Assistance for the Blind People Junbin Xiao Nanxin Huang Hao Qiu Zhulin Tao Xun Yang Richang Hong Ming Wang Angela Yao EgoV VLM 70 0 0 11 Mar 2025
Robusto-1 Dataset: Comparing Humans and VLMs on real out-of-distribution Autonomous Driving VQA from Peru Dunant Cusipuma David Ortega Victor Flores-Benites Arturo Deza OOD 103 0 0 10 Mar 2025
From Text to Visuals: Using LLMs to Generate Math Diagrams with Vector Graphics Jaewook Lee Jeongah Lee Wanyong Feng Andrew Lan 58 0 0 10 Mar 2025
A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis Xiang Liu Zhaoxiang Liu Huan Hu Zezhou Chen Kohou Wang Ning Wang Kai Wang 43 1 0 10 Mar 2025
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL Yingzhe Peng Gongrui Zhang Miaosen Zhang Zhiyuan You Jie Liu Qipeng Zhu Kai Yang Xingzhong Xu Xin Geng Xu Yang LRM ReLM 94 33 0 10 Mar 2025
DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs Jongwoo Ko Tianyi Chen Sungnyun Kim Tianyu Ding Luming Liang Ilya Zharkov Se-Young Yun VLM 225 0 0 10 Mar 2025
Federated Multimodal Learning with Dual Adapters and Selective Pruning for Communication and Computational Efficiency Duy Phuong Nguyen J. P. Muñoz Tanya Roosta Ali Jannesari FedML 67 0 0 10 Mar 2025
REF-VLM: Triplet-Based Referring Paradigm for Unified Visual Decoding Yan Tai Luhao Zhu Zhiqiang Chen Ynan Ding Yiying Dong Xiaohong Liu Guodong Guo MLLM ObjD 57 0 0 10 Mar 2025
Chameleon: Fast-slow Neuro-symbolic Lane Topology Extraction Zongzheng Zhang Xinrun Li Sizhe Zou Guoxuan Chi Siqi Li ... Guoliang Wang Guantian Zheng Leichen Wang Hang Zhao Hao Zhao 62 0 0 10 Mar 2025
Small Vision-Language Models: A Survey on Compact Architectures and Techniques Nitesh Patnaik Navdeep Nayak Himani Bansal Agrawal Moinak Chinmoy Khamaru Gourav Bal Saishree Smaranika Panda Rishi Raj Vishal Meena Kartheek Vadlamani VLM 58 0 0 09 Mar 2025
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models Wenxuan Huang Bohan Jia Zijie Zhai Shaosheng Cao Zheyu Ye Fei Zhao Zhe Xu Yao Hu Shaohui Lin MU OffRL LRM MLLM ReLM VLM 61 46 0 09 Mar 2025