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VQA: Visual Question Answering

3 May 2015

Devi Parikh

Papers citing "VQA: Visual Question Answering"

50 / 2,957 papers shown

Title
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models Xiaolong Wang Zhaolu Kang Wangyuxuan Zhai Xinyue Lou Yunghwei Lai ... Yawen Wang Kaiyu Huang Yile Wang Peng Li Yang Liu 14 0 0 20 Jun 2025
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation Shoubin Yu Yue Zhang Ziyang Wang Jaehong Yoon Mohit Bansal MoE LRM 10 0 0 20 Jun 2025
LaVi: Efficient Large Vision-Language Models via Internal Feature Modulation Tongtian Yue Longteng Guo Yepeng Tang Zijia Zhao Xinxin Zhu Hua Huang Jing Liu MLLM VLM 16 0 0 20 Jun 2025
GeoGuess: Multimodal Reasoning based on Hierarchy of Visual Information in Street View Fenghua Cheng Jinxiang Wang Sen Wang Zi Huang Xue Li LRM 19 0 0 19 Jun 2025
Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models Xuelin Shen Jiayin Xu Kangsheng Yin Wenhan Yang AAML 19 0 0 18 Jun 2025
ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM Yujun Wang Jinhe Bi Yunpu Ma Soeren Pirk MLLM 46 0 0 17 Jun 2025
FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design Kai Lan Jiayong Zhu Jiangtong Li Dawei Cheng Guang-Sheng Chen Changjun Jiang LRM 22 0 0 16 Jun 2025
CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation Naihao Deng Kapotaksha Das Rada Mihalcea Vitaliy Popov M. Abouelenien 14 0 0 15 Jun 2025
MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space Anshul Singh Chris Biemann Jan Strich LMTD LRM 19 0 0 13 Jun 2025
On the Effectiveness of Integration Methods for Multimodal Dialogue Response Retrieval Seongbo Jang Seonghyeon Lee Dongha Lee Hwanjo Yu 19 0 0 13 Jun 2025
EasyARC: Evaluating Vision Language Models on True Visual Reasoning Mert Unsal Aylin Akkus VLM LRM 19 0 0 13 Jun 2025
Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs Qizhe Zhang Mengzhen Liu Lichen Li Ming Lu Yuan Zhang Junwen Pan Qi She Shanghang Zhang VLM 117 0 0 12 Jun 2025
FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models Y. Zhang Hewei Gao Haokun Chen Weiguo Li Yunpu Ma Volker Tresp 17 0 0 12 Jun 2025
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs Xiyao Wang Zhengyuan Yang Chao Feng Yongyuan Liang Yuhang Zhou ... Chung-Ching Lin Kevin Lin Linjie Li Furong Huang L. xilinx Wang OffRL LRM 62 0 0 11 Jun 2025
Revisit What You See: Disclose Language Prior in Vision Tokens for Efficient Guided Decoding of LVLMs Beomsik Cho Jaehyung Kim 64 0 0 11 Jun 2025
Vision Generalist Model: A Survey Ziyi Wang Yongming Rao Shuofeng Sun Xinrun Liu Yi Wei ... Zuyan Liu Yanbo Wang Hongmin Liu Jie Zhou Jiwen Lu 65 0 0 11 Jun 2025
Outside Knowledge Conversational Video (OKCV) Dataset -- Dialoguing over Videos Benjamin Z. Reichman Constantin Patsch Jack Truxal Atishay Jain Larry Heck 43 0 0 11 Jun 2025
A Shortcut-aware Video-QA Benchmark for Physical Understanding via Minimal Video Pairs Benno Krojer Mojtaba Komeili Candace Ross Q. Garrido Koustuv Sinha Nicolas Ballas Mahmoud Assran 66 1 0 11 Jun 2025
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision Ayush Gupta A. Roy Rama Chellappa Nathaniel D. Bastian Alvaro Velasquez Susmit Jha 58 0 0 11 Jun 2025
Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models Shuai Wang Zhenhua Liu Jiaheng Wei Xuanwu Yin Dong Li E. Barsoum LRM 80 0 0 11 Jun 2025
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval Leqi Shen Guoqiang Gong Tianxiang Hao Tao He Yifeng Zhang Pengzhang Liu Sicheng Zhao Jungong Han Guiguang Ding 24 0 0 10 Jun 2025
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems Aniket Rege Zinnia Nie Mahesh Ramesh Unmesh Raskar Zhuoran Yu Aditya Kusupati Yong Jae Lee Ramya Korlakai Vinayak 26 0 0 09 Jun 2025
ZeroVO: Visual Odometry with Minimal Assumptions Lei Lai Zekai Yin Eshed Ohn-Bar VGen 28 0 0 09 Jun 2025
Event-Priori-Based Vision-Language Model for Efficient Visual Understanding Haotong Qin Cheng Hu Michele Magno VLM 22 0 0 09 Jun 2025
OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation Jingjing Chang Yixiao Fang Peng Xing Shuhan Wu Wei Cheng Rui Wang Xianfang Zeng Gang Yu H. Chen EGVM VLM 30 0 0 09 Jun 2025
Evaluating Visual Mathematics in Multimodal LLMs: A Multilingual Benchmark Based on the Kangaroo Tests Arnau Igualde Sáez Lamyae Rhomrasi Yusef Ahsini Ricardo Vinuesa S. Hoyas Jose P. García Sabater Marius J. Fullana i Alfonso J. Alberto Conejero LRM 10 0 0 09 Jun 2025
Language-Vision Planner and Executor for Text-to-Visual Reasoning Yichang Xu Gaowen Liu Ramana Rao Kompella Sihao Hu Tiansheng Huang Fatih Ilhan Selim Furkan Tekin Zachary Yahn Ling Liu LRM VLM 23 0 0 09 Jun 2025
Mitigating Object Hallucination via Robust Local Perception Search Zixian Gao Chao Yang Zhanhui Zhou Xing Xu Chaochao Lu MLLM 15 0 0 07 Jun 2025
Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering Akash Gupta Amos Storkey Mirella Lapata VLM 43 0 0 07 Jun 2025
A Systematic Review of Poisoning Attacks Against Large Language Models Neil Fendley Edward W. Staley Joshua Carney William Redman Marie Chau Nathan G. Drenkow AAML PILM 23 0 0 06 Jun 2025
Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models Z. Babaiee Peyman M. Kiasari Daniela Rus Radu Grosu 45 0 0 06 Jun 2025
TextVidBench: A Benchmark for Long Video Scene Text Understanding Yangyang Zhong Ji Qi Yuan Yao Pengxin Luo Yunfeng Yan Donglian Qi Zhiyuan Liu Tat-Seng Chua 99 0 0 05 Jun 2025
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations Linjie Li Mahtab Bigverdi Jiawei Gu Zixian Ma Yinuo Yang Ziang Li Yejin Choi Ranjay Krishna LRM 82 0 0 05 Jun 2025
ROSA: Addressing text understanding challenges in photographs via ROtated SAmpling Hernán Maina Guido Ivetta Mateo Lione Stuto Julian Martin Eisenschlos Jorge Sánchez Luciana Benotti 69 0 0 04 Jun 2025
MINT: Multimodal Instruction Tuning with Multimodal Interaction Grouping Xiaojun Shan Qi Cao Xing Han Haofei Yu Paul Liang 51 0 0 02 Jun 2025
Learning Sparsity for Effective and Efficient Music Performance Question Answering Xingjian Diao Tianzhen Yang Chunhui Zhang Weiyi Wu Ming Cheng Jiang Gui 70 1 0 02 Jun 2025
From Street Views to Urban Science: Discovering Road Safety Factors with Multimodal Large Language Models Yihong Tang Ao Qu Xujing Yu Weipeng Deng Jun Ma Jinhua Zhao Lijun Sun 47 0 0 02 Jun 2025
Improve MLLM Benchmark Efficiency through Interview Farong Wen Yijin Guo Junying Wang Jiaohao Xiao Yingjie Zhou Chunyi Li Zicheng Zhang Guangtao Zhai MLLM 36 0 0 01 Jun 2025
GOBench: Benchmarking Geometric Optics Generation and Understanding of MLLMs X. Zhu Ziheng Jia Jiarui Wang Xiangyu Zhao Haodong Duan Xiongkuo Min Jia Wang Zicheng Zhang Guangtao Zhai EGVM VLM 49 0 0 01 Jun 2025
What's Missing in Vision-Language Models? Probing Their Struggles with Causal Order Reasoning Zhaotian Weng Haoxuan Li Kuan-Hao Huang Jieyu Zhao LRM CoGe 32 0 0 01 Jun 2025
The Security Threat of Compressed Projectors in Large Vision-Language Models Yudong Zhang Ruobing Xie Xingwu Sun Jiansheng Chen Zhanhui Kang Di Wang Yu Wang 16 0 0 31 May 2025
Vision LLMs Are Bad at Hierarchical Visual Understanding, and LLMs Are the Bottleneck Yuwen Tan Yuan Qing Boqing Gong 41 0 0 30 May 2025
Multi-Sourced Compositional Generalization in Visual Question Answering Chuanhao Li Wenbo Ye Zhen Li Yuwei Wu Yunde Jia CoGe 63 0 0 29 May 2025
Spoken question answering for visual queries Nimrod Shabtay Zvi Kons Avihu Dekel Hagai Aronowitz R. Hoory Assaf Arbelle 63 0 0 29 May 2025
Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model Qingyu Shi Jinbin Bai Zhuoran Zhao Wenhao Chai Kaidong Yu ... Shuangyong Song Yunhai Tong Xiangtai Li X. Li Shuicheng Yan 87 2 0 29 May 2025
IKIWISI: An Interactive Visual Pattern Generator for Evaluating the Reliability of Vision-Language Models Without Ground Truth Md Touhidul Islam Imran Kabir Md. Alimoor Reza Syed Masum Billah 45 0 0 28 May 2025
Flexible Tool Selection through Low-dimensional Attribute Alignment of Vision and Language Guangfu Hao Haojie Wen Liangxuna Guo Yang Chen Yanchao Bi S. Yu 62 0 0 28 May 2025
TACO: Think-Answer Consistency for Optimized Long-Chain Reasoning and Efficient Data Learning via Reinforcement Learning in LVLMs Zhehan Kan Y. Liu Kun Yin Xinghua Jiang Xin Li ... Yinsong Liu D. Jiang Xing Sun Qingmin Liao Wenming Yang LRM 87 0 0 27 May 2025
Decomposing Complex Visual Comprehension into Atomic Visual Skills for Vision Language Models Hyunsik Chae Seungwoo Yoon J. Park Chloe Yewon Chun Yongin Cho Mu Cai Yong Jae Lee Ernest K. Ryu CoGe VLM 52 3 0 26 May 2025
Causal-LLaVA: Causal Disentanglement for Mitigating Hallucination in Multimodal Large Language Models Xinmiao Hu C. Wang Ruihe An ChenYu Shao Xiaojun Ye Sheng Zhou Liangcheng Li MLLM LRM 55 0 0 26 May 2025