VQA: Visual Question Answering

3 May 2015

Devi Parikh

Papers citing "VQA: Visual Question Answering"

50 / 2,890 papers shown

Title
Text-Guided Coarse-to-Fine Fusion Network for Robust Remote Sensing Visual Question Answering Zhicheng Zhao Changfu Zhou Yu Zhang Chenglong Li Xiaoliang Ma Jin Tang 81 0 0 24 Nov 2024
Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation Sule Bai Yong-Jin Liu Yifei Han Haoji Zhang Yansong Tang VLM 82 3 0 24 Nov 2024
VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive Decoding Jiaqi Wang Yifei Gao Jitao Sang MLLM 123 2 0 24 Nov 2024
Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions Shezheng Song 72 0 0 23 Nov 2024
Benchmarking Multimodal Models for Ukrainian Language Understanding Across Academic and Cultural Domains Yurii Paniv Artur Kiulian Dmytro Chaplynskyi M. Khandoga Anton Polishko Tetiana Bas Guillermo Gabrielli 81 1 0 22 Nov 2024
DriveMLLM: A Benchmark for Spatial Understanding with Multimodal Large Language Models in Autonomous Driving Xianda Guo Ruijun Zhang Yiqun Duan Yuhang He Chenming Zhang Shuai Liu Long Chen LRM 91 12 0 20 Nov 2024
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge Vishwesh Nath Wenqi Li Dong Yang Andriy Myronenko Mingxin Zheng ... Holger Roth Daguang Xu Baris Turkbey Holger Roth Daguang Xu VLM 107 4 0 19 Nov 2024
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms Raihan Kabir Naznin Haque Md. Saiful Islam Marium-E. Jannat CoGe 29 1 0 17 Nov 2024
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization Hongrui Jia Chaoya Jiang Haiyang Xu Wei Ye Mengfan Dong Ming Yan Ji Zhang Fei Huang Shikun Zhang MLLM 101 2 0 17 Nov 2024
VidComposition: Can MLLMs Analyze Compositions in Compiled Videos? Yunlong Tang Junjia Guo Hang Hua Susan Liang Mingqian Feng ... Chao Huang Jing Bi Zeliang Zhang Pooyan Fazli Chenliang Xu CoGe 82 8 0 17 Nov 2024
Memory-Augmented Multimodal LLMs for Surgical VQA via Self-Contained Inquiry Wenjun Hou Yi Cheng Kaishuai Xu Yan Hu Wenjie Li Jiang-Dong Liu 40 0 0 17 Nov 2024
Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations Jianfeng Chi Ujjwal Karn Hongyuan Zhan Eric Michael Smith Javier Rando Yiming Zhang Kate Plawiak Zacharie Delpierre Coudert Kartikeya Upasani Mahesh Pasupuleti MLLM 3DH 62 22 0 15 Nov 2024
Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Jingru Yang Huan Yu Yang Jingxin C. Xu Yin Biao Yu Sun Shengfeng He 31 0 0 15 Nov 2024
Multimodal Instruction Tuning with Hybrid State Space Models Jianing Zhou Han Li Shuai Zhang Ning Xie Ruijie Wang Xiaohan Nie Sheng Liu Lingyun Wang 46 0 0 13 Nov 2024
SparrowVQE: Visual Question Explanation for Course Content Understanding Jialu Li Manish Kumar Thota Ruslan Gokhman Radek Holik Youshan Zhang 41 1 0 12 Nov 2024
Renaissance: Investigating the Pretraining of Vision-Language Encoders Clayton Fields C. Kennington VLM 29 0 0 11 Nov 2024
HourVideo: 1-Hour Video-Language Understanding Keshigeyan Chandrasegaran Agrim Gupta Lea M. Hadzic Taran Kota Jimming He Cristobal Eyzaguirre Zane Durante Manling Li Jiajun Wu L. Fei-Fei VLM 56 35 0 07 Nov 2024
TAP-VL: Text Layout-Aware Pre-training for Enriched Vision-Language Models Jonathan Fhima Elad Ben Avraham Oren Nuriel Yair Kittenplon Roy Ganz Aviad Aberdam Ron Litman VLM 42 1 0 07 Nov 2024
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languages Youssef Mohamed Runjia Li Ibrahim Said Ahmad Kilichbek Haydarov Philip Torr Kenneth Church Mohamed Elhoseiny VLM 38 8 0 06 Nov 2024
VLA-3D: A Dataset for 3D Semantic Scene Understanding and Navigation Haochen Zhang Nader Zantout Pujith Kachana Zongyuan Wu Ji Zhang Wenshan Wang 3DV LM&Ro 49 5 0 05 Nov 2024
MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning Ziliang Gan Yu Lu D. Zhang Haohan Li Che Liu ... Haipang Wu Chaoyou Fu Z. Xu Rongjunchen Zhang Yong Dai 60 4 0 05 Nov 2024
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark Edward Vendrow Omiros Pantazis Alexander Shepard Gabriel J. Brostow Kate E. Jones Oisin Mac Aodha Sara Beery Grant Van Horn VLM 43 3 0 04 Nov 2024
One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering Deepayan Das Davide Talon Massimiliano Mancini Yiming Wang Elisa Ricci 55 0 0 04 Nov 2024
Goal-Oriented Semantic Communication for Wireless Visual Question Answering Sige Liu Nan Li Yansha Deng Tony Q. S. Quek 39 0 0 03 Nov 2024
Right this way: Can VLMs Guide Us to See More to Answer Questions? Li Liu Diji Yang Sijia Zhong Kalyana Suma Sree Tholeti Lei Ding Yi Zhang Leilani H. Gilpin 39 2 0 01 Nov 2024
Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map Xinyuan Chang Maixuan Xue Xinran Liu Zheng Pan Xing Wei 62 1 0 31 Oct 2024
TurtleBench: A Visual Programming Benchmark in Turtle Geometry Sina Rismanchian Yasaman Razeghi Sameer Singh Shayan Doroudi 56 1 0 31 Oct 2024
Robotic State Recognition with Image-to-Text Retrieval Task of Pre-Trained Vision-Language Model and Black-Box Optimization Kento Kawaharazuka Yoshiki Obinata Naoaki Kanazawa Kei Okada Masayuki Inaba 36 0 0 30 Oct 2024
SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset Ngoc Dung Huynh Mohamed Reda Bouadjenek Sunil Aryal Imran Razzak Hakim Hacid 31 0 0 30 Oct 2024
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models Donghoon Kim Gusang Lee Kyuhong Shim B. Shim 64 1 0 29 Oct 2024
Improving Generalization in Visual Reasoning via Self-Ensemble Tien-Huy Nguyen Quang-Khai Tran Anh-Tuan Quang-Hoang VLM LRM 58 5 0 28 Oct 2024
AutoBench-V: Can Large Vision-Language Models Benchmark Themselves? Han Bao Yue Huang Yanbo Wang Jiayi Ye Xiangqi Wang Preslav Nakov Mohamed Elhoseiny Jiahui Geng Mohamed Elhoseiny Xiangliang Zhang 60 7 0 28 Oct 2024
Sensor2Text: Enabling Natural Language Interactions for Daily Activity Tracking Using Wearable Sensors Wenqiang Chen Jiaxuan Cheng Leyao Wang Wei Zhao Wojciech Matusik 33 1 0 26 Oct 2024
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? Antonia Wüst Tim Nelson Tobiasch Lukas Helff Inga Ibs Wolfgang Stammer Devendra Singh Dhami Constantin Rothkopf Kristian Kersting CoGe ReLM VLM LRM 77 1 0 25 Oct 2024
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant A. S. Penamakuri Anand Mishra 32 1 0 24 Oct 2024
Captions Speak Louder than Images (CASLIE): Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data Xinyi Ling B. Peng Hanwen Du Zhihui Zhu Xia Ning 31 0 0 22 Oct 2024
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained Models Yongjian Wu Yang Zhou Jiya Saiyin Bingzheng Wei M. Lai Jianzhong Shou Yan Xu VLM MedIm 31 1 0 22 Oct 2024
JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation Shota Onohara Atsuyuki Miyai Yuki Imajuku Kazuki Egashira Jeonghun Baek Xiang Yue Graham Neubig Kiyoharu Aizawa OSLM 121 1 0 22 Oct 2024
FIOVA: A Multi-Annotator Benchmark for Human-Aligned Video Captioning Shiyu Hu Xuchen Li Xuzhao Li Jing Zhang Yipei Wang Xin Zhao Kang Hao Cheong VLM 31 1 0 20 Oct 2024
ChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla Deeparghya Dutta Barua Md Sakib Ul Rahman Sourove Md Farhan Ishmam Fabiha Haider Fariha Tanjim Shifat Md Fahim Md Farhad Alam 29 0 0 19 Oct 2024
RA-BLIP: Multimodal Adaptive Retrieval-Augmented Bootstrapping Language-Image Pre-training Muhe Ding Yang Ma Pengda Qin Jianlong Wu Yuhong Li Liqiang Nie 23 1 0 18 Oct 2024
ViConsFormer: Constituting Meaningful Phrases of Scene Texts using Transformer-based Method in Vietnamese Text-based Visual Question Answering Nghia Hieu Nguyen Tho Thanh Quan Ngan Luu-Thuy Nguyen 31 0 0 18 Oct 2024
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples Baiqi Li Zhiqiu Lin Wenxuan Peng Jean de Dieu Nyandwi Daniel Jiang Zixian Ma Simran Khanuja Ranjay Krishna Graham Neubig Deva Ramanan AAML CoGe VLM 74 22 0 18 Oct 2024
PUMA: Empowering Unified MLLM with Multi-granular Visual Generation Rongyao Fang Chengqi Duan Kun Wang Hao Li H. Tian Xingyu Zeng Rui Zhao Jifeng Dai Hongsheng Li Xihui Liu MLLM 36 11 0 17 Oct 2024
Can MLLMs Understand the Deep Implication Behind Chinese Images? Chenhao Zhang Xi Feng Yuelin Bai Xinrun Du Jinchang Hou ... Min Yang Wenhao Huang Chenghua Lin Ge Zhang Shiwen Ni ELM VLM 38 5 0 17 Oct 2024
VL-GLUE: A Suite of Fundamental yet Challenging Visuo-Linguistic Reasoning Tasks Shailaja Keyur Sampat Mutsumi Nakamura Shankar Kailas Kartik Aggarwal Mandy Zhou Yezhou Yang Chitta Baral MLLM CoGe ReLM VLM LRM 37 0 0 17 Oct 2024
Help Me Identify: Is an LLM+VQA System All We Need to Identify Visual Concepts? Shailaja Keyur Sampat Maitreya Patel Yezhou Yang Chitta Baral 26 0 0 17 Oct 2024
RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents Zhuoran Liu Danpei Zhao Bo Yuan 30 1 0 17 Oct 2024
MC-Bench: A Benchmark for Multi-Context Visual Grounding in the Era of MLLMs Yunqiu Xu Linchao Zhu Yi Yang 32 3 0 16 Oct 2024
Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs Sihang Zhao Youliang Yuan Xiaoying Tang Pinjia He 41 3 0 15 Oct 2024