VQA: Visual Question Answering

3 May 2015

Devi Parikh

Papers citing "VQA: Visual Question Answering"

50 / 699 papers shown

Title
Know "No'' Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP J. Park Jungbeom Lee Jongyoon Song Sangwon Yu Dahuin Jung Sungroh Yoon 45 0 0 19 Jan 2025
Overcoming Language Priors for Visual Question Answering Based on Knowledge Distillation Daowan Peng Wei Wei 107 0 0 10 Jan 2025
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos Haobo Yuan X. Li Tao Zhang Zilong Huang Shilin Xu S. Ji Yunhai Tong Lu Qi Jiashi Feng Ming Yang VLM 92 11 0 07 Jan 2025
Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques Lijie Tao H. Zhang Haizhao Jing Yu Liu Kelu Yao Guoting Wei Xizhe Xue 33 0 0 03 Jan 2025
Mathematical Language Models: A Survey W. Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 79 12 0 03 Jan 2025
Instruction-Guided Scene Text Recognition Yongkun Du Z. Chen Yuchen Su Caiyan Jia Yu-Gang Jiang 71 3 0 03 Jan 2025
Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models Yue Zhang Ziqiao Ma Jialu Li Yanyuan Qiao Zun Wang J. Chai Qi Wu Mohit Bansal Parisa Kordjamshidi LRM 51 18 0 31 Dec 2024
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Yitong Zhou Mingyue Cheng Qingyang Mao Qi Liu F. Xu Xin Li Enhong Chen LMTD 37 0 0 30 Dec 2024
Olympus: A Universal Task Router for Computer Vision Tasks Yuanze Lin Yunsheng Li Dongdong Chen Weijian Xu Ronald Clark Philip H. S. Torr VLM ObjD 159 0 0 12 Dec 2024
Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events Aditya Chinchure Sahithya Ravi R. Ng Vered Shwartz Boyang Albert Li Leonid Sigal ReLM LRM VLM 77 2 0 07 Dec 2024
EgoPlan-Bench2: A Benchmark for Multimodal Large Language Model Planning in Real-World Scenarios Lu Qiu Yuying Ge Yi Chen Yixiao Ge Ying Shan Xihui Liu LLMAG LRM 94 5 0 05 Dec 2024
Sparse Attention Vectors: Generative Multimodal Model Features Are Discriminative Vision-Language Classifiers Chancharik Mitra Brandon Huang Tianning Chai Zhiqiu Lin Assaf Arbelle Rogerio Feris Leonid Karlinsky Trevor Darrell Deva Ramanan Roei Herzig VLM 121 4 0 28 Nov 2024
Evaluating Vision-Language Models as Evaluators in Path Planning Mohamed Aghzal Xiang Yue E. Plaku Ziyu Yao LRM 72 1 0 27 Nov 2024
Puzzle Similarity: A Perceptually-guided Cross-Reference Metric for Artifact Detection in 3D Scene Reconstructions Nicolai Hermann Jorge Condor Piotr Didyk 3DV 85 0 0 26 Nov 2024
RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics Chan Hee Song Valts Blukis Jonathan Tremblay Stephen Tyree Yu-Chuan Su Stan Birchfield 83 5 0 25 Nov 2024
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 76 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 74 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 113 2 0 24 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 90 4 0 19 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 39 0 0 04 Nov 2024
TurtleBench: A Visual Programming Benchmark in Turtle Geometry Sina Rismanchian Yasaman Razeghi Sameer Singh Shayan Doroudi 49 1 0 31 Oct 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 40 1 0 31 Oct 2024
AutoBench-V: Can Large Vision-Language Models Benchmark Themselves? Han Bao Yue Huang Yanbo Wang Jiayi Ye Xiangqi Wang Xiuying Chen Mohamed Elhoseiny X. Zhang Mohamed Elhoseiny Xiangliang Zhang 47 7 0 28 Oct 2024
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? Antonia Wüst Tim Nelson Tobiasch Lukas Helff Inga Ibs Wolfgang Stammer D. Dhami Constantin Rothkopf Kristian Kersting CoGe ReLM VLM LRM 59 1 0 25 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 25 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 86 1 0 22 Oct 2024
Can LVLMs Describe Videos like Humans? A Five-in-One Video Annotations Benchmark for Better Human-Machine Comparison Shiyu Hu Xuchen Li X. Li Jing Zhang Yipei Wang Xin Zhao Kang Hao Cheong VLM 26 1 0 20 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 66 21 0 18 Oct 2024
Locality Alignment Improves Vision-Language Models Ian Covert Tony Sun James Y. Zou Tatsunori Hashimoto VLM 64 3 0 14 Oct 2024
COMMA: A Communicative Multimodal Multi-Agent Benchmark Timothy Ossowski Jixuan Chen Danyal Maqbool Zefan Cai Tyler J. Bradshaw Junjie Hu VLM 32 2 0 10 Oct 2024
ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models Ziyue Wang Chi Chen Fuwen Luo Yurui Dong Yuanchi Zhang Yuzhuang Xu Xiaolong Wang Peng Li Yang Liu LRM 35 3 0 07 Oct 2024
Unpacking Failure Modes of Generative Policies: Runtime Monitoring of Consistency and Progress Christopher Agia Rohan Sinha Jingyun Yang Zi-ang Cao Rika Antonova Marco Pavone Jeannette Bohg 26 7 0 06 Oct 2024
Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning Minheng Ni Yutao Fan Lei Zhang Wangmeng Zuo LRM AI4CE 24 6 0 04 Oct 2024
Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations Minoh Jeong Min Namgung Zae Myung Kim Dongyeop Kang Yao-Yi Chiang Alfred Hero 25 0 0 02 Oct 2024
Backdooring Vision-Language Models with Out-Of-Distribution Data Weimin Lyu Jiachen Yao Saumya Gupta Lu Pang Tao Sun Lingjie Yi Lijie Hu Haibin Ling Chao Chen VLM AAML 57 2 0 02 Oct 2024
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models Zhenyue Qin Yu Yin Dylan Campbell Xuansheng Wu Ke Zou Yih-Chung Tham Ninghao Liu Xiuzhen Zhang Qingyu Chen 36 1 0 02 Oct 2024
Contextual Breach: Assessing the Robustness of Transformer-based QA Models Asir Saadat Nahian Ibn Asad Md Farhan Ishmam AAML 36 0 0 17 Sep 2024
Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models Yuan-Hong Liao Rafid Mahmood Sanja Fidler David Acuna ReLM LRM 26 9 0 15 Sep 2024
What Makes a Maze Look Like a Maze? Joy Hsu Jiayuan Mao J. Tenenbaum Noah D. Goodman Jiajun Wu OCL 52 6 0 12 Sep 2024
Generating Faithful and Salient Text from Multimodal Data Tahsina Hashem Weiqing Wang Derry Tanti Wijaya Mohammed Eunus Ali Yuan-Fang Li 26 0 0 06 Sep 2024
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval Leqi Shen Tianxiang Hao Tao He Sicheng Zhao Pengzhang Liu Yongjun Bao Guiguang Ding Guiguang Ding 106 7 0 02 Sep 2024
SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation Yi-Chia Chen Wei-Hua Li Cheng Sun Yu-Chiang Frank Wang Chu-Song Chen VLM 35 10 0 01 Sep 2024
Pre-Training Multimodal Hallucination Detectors with Corrupted Grounding Data Spencer Whitehead Jacob Phillips Sean Hendryx 21 0 0 30 Aug 2024
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning Zhecan Wang Garrett Bingham Adams Wei Yu Quoc V. Le Thang Luong Golnaz Ghiasi MLLM LRM 35 9 0 22 Jul 2024
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models Amir Mohammad Karimi Mamaghan Samuele Papa Karl Henrik Johansson Stefan Bauer Andrea Dittadi OCL 44 5 0 22 Jul 2024
VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation Bocheng Zou Mu Cai Jianrui Zhang Yong Jae Lee 35 2 1 15 Jul 2024
Image-GS: Content-Adaptive Image Representation via 2D Gaussians Yunxiang Zhang Bingxuan Li Alexandr Kuznetsov Akshay Jindal Stavros Diolatzis Kenneth Chen Anton Sochenov Anton Kaplanyan Qi Sun 3DGS 84 4 0 02 Jul 2024
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning Nan Xu Fei Wang Sheng Zhang Hoifung Poon Muhao Chen 32 6 0 01 Jul 2024
First Multi-Dimensional Evaluation of Flowchart Comprehension for Multimodal Large Language Models Enming Zhang Ruobing Yao Huanyong Liu Junhui Yu Jiale Wang ELM LRM 41 0 0 14 Jun 2024
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA Jongwoo Park Kanchana Ranasinghe Kumara Kahatapitiya Wonjeong Ryoo Donghyun Kim Michael S. Ryoo 60 20 0 13 Jun 2024