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VQA: Visual Question Answering

3 May 2015

Devi Parikh

Papers citing "VQA: Visual Question Answering"

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Title
Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability Yejun Yoon Seunghyun Yoon Kunwoo Park 95 1 0 17 Feb 2024
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering Jihyung Kil Farideh Tavazoee Dongyeop Kang Joo-Kyung Kim LRM 69 3 0 16 Feb 2024
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs Michael Dorkenwald Nimrod Barazani Cees G. M. Snoek Yuki M. Asano VLM MLLM 59 12 0 13 Feb 2024
Visually Dehallucinative Instruction Generation Sungguk Cha Jusung Lee Younghyun Lee Cheoljong Yang MLLM 51 6 0 13 Feb 2024
Lumos : Empowering Multimodal LLMs with Scene Text Recognition Ashish Shenoy Yichao Lu Srihari Jayakumar Debojeet Chatterjee Mohsen Moslehpour ... Shicong Zhao Longfang Zhao Ankit Ramchandani Xin Luna Dong Anuj Kumar MLLM 71 3 0 12 Feb 2024
BDIQA: A New Dataset for Video Question Answering to Explore Cognitive Reasoning through Theory of Mind Yuanyuan Mao Xin Lin Qin Ni Liang He 84 4 0 12 Feb 2024
Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy Simon Ging M. A. Bravo Thomas Brox VLM 158 12 0 11 Feb 2024
A Benchmark for Multi-modal Foundation Models on Low-level Vision: from Single Images to Pairs Zicheng Zhang Haoning Wu Erli Zhang Guangtao Zhai Weisi Lin VLM 76 8 0 11 Feb 2024
Copycats: the many lives of a publicly available medical imaging dataset Amelia Jiménez-Sánchez Natalia-Rozalia Avlona Dovile Juodelyte Théo Sourget Caroline Vang-Larsen Anna Rogers Hubert Dariusz Zajkac Veronika Cheplygina 113 3 0 09 Feb 2024
Quantifying and Enhancing Multi-modal Robustness with Modality Preference Zequn Yang Yake Wei Ce Liang Di Hu AAML 74 10 0 09 Feb 2024
Real-World Robot Applications of Foundation Models: A Review Kento Kawaharazuka T. Matsushima Andrew Gambardella Jiaxian Guo Chris Paxton Andy Zeng OffRL VLM LM&Ro 116 54 0 08 Feb 2024
Question Aware Vision Transformer for Multimodal Reasoning Roy Ganz Yair Kittenplon Aviad Aberdam Elad Ben Avraham Oren Nuriel Shai Mazor Ron Litman 106 23 0 08 Feb 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models Chris Liu Renrui Zhang Longtian Qiu Siyuan Huang Weifeng Lin ... Hao Shao Pan Lu Hongsheng Li Yu Qiao Peng Gao MLLM 241 116 0 08 Feb 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark Zhenwen Liang Kehan Guo Gang Liu Taicheng Guo Yujun Zhou Tianyu Yang Jiajun Jiao Renjie Pi Jipeng Zhang Xiangliang Zhang ELM 86 24 0 06 Feb 2024
Multimodal Rationales for Explainable Visual Question Answering Kun Li G. Vosselman Michael Ying Yang 132 2 0 06 Feb 2024
Text-Guided Image Clustering Andreas Stephan Lukas Miklautz Kevin Sidak Jan Philip Wahle Bela Gipp Claudia Plant Benjamin Roth 68 6 0 05 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 79 3 0 04 Feb 2024
Common Sense Reasoning for Deepfake Detection Yue Zhang Ben Colman Xiao Guo Ali Shahriyari Gaurav Bharaj 143 35 0 31 Jan 2024
Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis Jianing Li Xi Nan Ming Lu Li Du Shanghang Zhang 58 2 0 31 Jan 2024
MouSi: Poly-Visual-Expert Vision-Language Models Xiaoran Fan Tao Ji Changhao Jiang Shuo Li Senjie Jin ... Qi Zhang Xipeng Qiu Xuanjing Huang Zuxuan Wu Yunchun Jiang VLM 51 17 0 30 Jan 2024
Towards Unified Interactive Visual Grounding in The Wild Jie Xu Hanbo Zhang Qingyi Si Yifeng Li Xuguang Lan Tao Kong LM&Ro 66 5 0 30 Jan 2024
InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model Xiao-wen Dong Pan Zhang Yuhang Zang Yuhang Cao Bin Wang ... Conghui He Xingcheng Zhang Yu Qiao Dahua Lin Jiaqi Wang VLM MLLM 159 268 0 29 Jan 2024
LCV2: An Efficient Pretraining-Free Framework for Grounded Visual Question Answering Yuhan Chen Lumei Su Lihua Chen Zhiwei Lin MLLM 27 1 0 29 Jan 2024
Improving Data Augmentation for Robust Visual Question Answering with Effective Curriculum Learning Yuhang Zheng Zhen Wang Long Chen 61 2 0 28 Jan 2024
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks Jing Yu Koh Robert Lo Lawrence Jang Vikram Duvvur Ming Chong Lim Po-Yu Huang Graham Neubig Shuyan Zhou Ruslan Salakhutdinov Daniel Fried 135 0 0 24 Jan 2024
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval Siwei Wu Yizhi Li Kang Zhu Ge Zhang Yiming Liang ... Wenhu Chen Wenhao Huang Noura Al Moubayed Jie Fu Chenghua Lin 98 13 0 24 Jan 2024
Common-Sense Bias Modeling for Classification Tasks Miao Zhang Zee fryer Ben Colman Ali Shahriyari Gaurav Bharaj 95 0 0 24 Jan 2024
Collaborative Position Reasoning Network for Referring Image Segmentation Jianjian Cao Beiya Dai Yulin Li Xiameng Qin Jingdong Wang 99 0 0 22 Jan 2024
LLMRA: Multi-modal Large Language Model based Restoration Assistant Xiaoyu Jin Yuan Shi Bin Xia Wenming Yang 100 4 0 21 Jan 2024
Prompting Large Vision-Language Models for Compositional Reasoning Timothy Ossowski Ming Jiang Junjie Hu CoGe VLM LRM 102 3 0 20 Jan 2024
Q&A Prompts: Discovering Rich Visual Clues through Mining Question-Answer Prompts for VQA requiring Diverse World Knowledge Haibi Wang Weifeng Ge LRM 108 4 0 19 Jan 2024
MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer Changyao Tian Xizhou Zhu Yuwen Xiong Weiyun Wang Zhe Chen ... Tong Lu Jie Zhou Hongsheng Li Yu Qiao Jifeng Dai AuLLM 145 49 0 18 Jan 2024
Advancing Large Multi-modal Models with Explicit Chain-of-Reasoning and Visual Question Generation Kohei Uehara Nabarun Goswami Hanqin Wang Toshiaki Baba Kohtaro Tanaka ... Takagi Naoya Ryo Umagami Yingyi Wen Tanachai Anakewat Tatsuya Harada LRM 72 3 0 18 Jan 2024
MMToM-QA: Multimodal Theory of Mind Question Answering Chuanyang Jin Yutong Wu Jing Cao Jiannan Xiang Yen-Ling Kuo Zhiting Hu T. Ullman Antonio Torralba Joshua B. Tenenbaum Tianmin Shu 111 46 0 16 Jan 2024
AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception Yipo Huang Quan Yuan Xiangfei Sheng Zhichao Yang Haoning Wu Pengfei Chen Yuzhe Yang Leida Li Weisi Lin VLM 72 40 0 16 Jan 2024
Uncovering the Full Potential of Visual Grounding Methods in VQA Daniel Reich Tanja Schultz 102 5 0 15 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 104 4 0 15 Jan 2024
ModaVerse: Efficiently Transforming Modalities with LLMs Xinyu Wang Bohan Zhuang Qi Wu 66 12 0 12 Jan 2024
Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection Wei Ye Chaoya Jiang Haiyang Xu Chenhao Ye Chenliang Li Mingshi Yan Shikun Zhang Songhang Huang Fei Huang VLM 79 0 0 11 Jan 2024
Cross-modal Retrieval for Knowledge-based Visual Question Answering Paul Lerner Olivier Ferret C. Guinaudeau 85 9 0 11 Jan 2024
REBUS: A Robust Evaluation Benchmark of Understanding Symbols Andrew Gritsevskiy Arjun Panickssery Aaron Kirtland Derik Kauffman Hans Gundlach Irina Gritsevskaya Joe Cavanagh Jonathan Chiang Lydia La Roux Michelle Hung ReLM 44 1 0 11 Jan 2024
Let's Go Shopping (LGS) -- Web-Scale Image-Text Dataset for Visual Concept Understanding Yatong Bai Utsav Garg Apaar Shanker Haoming Zhang Samyak Parajuli ... Eugenia D Fomitcheva E. Branson Aerin Kim Somayeh Sojoudi Kyunghyun Cho 56 2 0 09 Jan 2024
We Need to Talk About Classification Evaluation Metrics in NLP Peter Vickers Loïc Barrault Emilio Monti Nikolaos Aletras ELM 59 3 0 08 Jan 2024
CaMML: Context-Aware Multimodal Learner for Large Models Yixin Chen Shuai Zhang Boran Han Tong He Bo Li VLM 117 4 0 06 Jan 2024
Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training Longtian Qiu Shan Ning Xuming He VLM 72 4 0 04 Jan 2024
Context-Guided Spatio-Temporal Video Grounding Xin Gu Hengrui Fan Yan Huang Tiejian Luo Libo Zhang 100 16 0 03 Jan 2024
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports Haopeng Li Andong Deng Qiuhong Ke Jun Liu Hossein Rahmani Yulan Guo Mohammed Bennamoun Chen Chen 184 17 0 03 Jan 2024
Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action Jiasen Lu Christopher Clark Sangho Lee Zichen Zhang Savya Khosla Ryan Marten Derek Hoiem Aniruddha Kembhavi VLM MLLM 102 175 0 28 Dec 2023
MIVC: Multiple Instance Visual Component for Visual-Language Models Wenyi Wu Qi Li Leon Wenliang Zhong Junzhou Huang 71 3 0 28 Dec 2023
Gemini Pro Defeated by GPT-4V: Evidence from Education Gyeong-Geon Lee Ehsan Latif Lehong Shi Xiaoming Zhai 93 24 0 27 Dec 2023