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VizWiz Grand Challenge: Answering Visual Questions from Blind People

22 February 2018

Papers citing "VizWiz Grand Challenge: Answering Visual Questions from Blind People"

50 / 573 papers shown

Title
AccessShare: Co-designing Data Access and Sharing with Blind People Rie Kamikubo Farnaz Zamiri Zeraati Kyungjun Lee Hernisa Kacorri 95 1 0 27 Jul 2024
BIV-Priv-Seg: Locating Private Content in Images Taken by People With Visual Impairments Yu-Yun Tseng Tanusree Sharma Lotus Zhang Abigale Stangl Leah Findlater Yang Wang Danna Gurari 199 0 0 25 Jul 2024
Multi-label Cluster Discrimination for Visual Representation Learning Xiang An Kaicheng Yang Xiangzi Dai Ziyong Feng Jiankang Deng VLM 98 7 0 24 Jul 2024
MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Diversity Yangzhou Liu Yue Cao Zhangwei Gao Weiyun Wang Zhe Chen ... Lewei Lu Xizhou Zhu Tong Lu Yu Qiao Jifeng Dai VLM MLLM 114 29 0 22 Jul 2024
Sim-CLIP: Unsupervised Siamese Adversarial Fine-Tuning for Robust and Semantically-Rich Vision-Language Models Md Zarif Hossain Ahmed Imteaj VLM AAML 66 6 0 20 Jul 2024
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark Tsung-Han Wu Giscard Biamby Jerome Quenum Ritwik Gupta Joseph E. Gonzalez Trevor Darrell David M. Chan VLM 92 0 0 18 Jul 2024
EchoSight: Advancing Visual-Language Models with Wiki Knowledge Yibin Yan Weidi Xie RALM 141 14 0 17 Jul 2024
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models Kaichen Zhang Bo Li Peiyuan Zhang Fanyi Pu Joshua Adrian Cahyono ... Shuai Liu Yuanhan Zhang Jingkang Yang Chunyuan Li Ziwei Liu 177 102 0 17 Jul 2024
FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models Pengxiang Li Zhi Gao Bofei Zhang Tao Yuan Yuwei Wu Mehrtash Harandi Yunde Jia Song-Chun Zhu Qing Li VLM MLLM 102 6 0 16 Jul 2024
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models Haodong Duan Junming Yang Junming Yang Xinyu Fang Lin Chen ... Yuhang Zang Pan Zhang Jiaqi Wang Dahua Lin Kai Chen LM&MA VLM 242 180 0 16 Jul 2024
Towards Adversarially Robust Vision-Language Models: Insights from Design Choices and Prompt Formatting Techniques Rishika Bhagwatkar Shravan Nayak Reza Bayat Alexis Roger Daniel Z Kaplan P. Bashivan Irina Rish AAML VLM 84 2 0 15 Jul 2024
Emerging Practices for Large Multimodal Model (LMM) Assistance for People with Visual Impairments: Implications for Design Jingyi Xie Rui Yu He Zhang Sooyeon Lee Syed Masum Billah John M. Carroll 74 12 0 11 Jul 2024
Integrating Query-aware Segmentation and Cross-Attention for Robust VQA Wonjun Choi Sangbeom Lee Seungyeon Lee Heechul Jung Dong-Gyu Lee 18 0 0 09 Jul 2024
Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics Elena Camuffo Umberto Michieli Simone Milani J. Moon Mete Ozay 118 1 0 08 Jul 2024
Vision-Language Models under Cultural and Inclusive Considerations Antonia Karamolegkou Phillip Rust Yong Cao Ruixiang Cui Anders Søgaard Daniel Hershcovich VLM 117 8 0 08 Jul 2024
OmChat: A Recipe to Train Multimodal Language Models with Strong Long Context and Video Understanding Tiancheng Zhao Qianqian Zhang Kyusong Lee Peng Liu Lu Zhang Chunxin Fang Jiajia Liao Kelei Jiang Yibo Ma Ruochen Xu MLLM VLM 97 5 0 06 Jul 2024
TokenPacker: Efficient Visual Projector for Multimodal LLM Wentong Li Yuqian Yuan Jian Liu Dongqi Tang Song Wang Jie Qin Jianke Zhu Lei Zhang MLLM 146 67 0 02 Jul 2024
Certainly Uncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness Khyathi Chandu Linjie Li Anas Awadalla Ximing Lu Jae Sung Park Jack Hessel Lijuan Wang Yejin Choi 103 3 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 141 7 0 01 Jul 2024
Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review Moseli Motsóehli VLM 3DV 93 0 0 28 Jun 2024
LLaVolta: Efficient Multi-modal Models via Stage-wise Visual Context Compression Jieneng Chen Luoxin Ye Ju He Zhao-Yang Wang Daniel Khashabi Alan Yuille VLM 75 7 0 28 Jun 2024
MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment Jihao Liu Xin Huang Jinliang Zheng Boxiao Liu Jia Wang Osamu Yoshie Yu Liu Hongsheng Li MLLM SyDa 63 4 0 28 Jun 2024
MMRo: Are Multimodal LLMs Eligible as the Brain for In-Home Robotics? Jinming Li Yichen Zhu Zhiyuan Xu Jindong Gu Minjie Zhu Xin Liu Ning Liu Yaxin Peng Feifei Feng Jian Tang LRM LM&Ro 103 8 0 28 Jun 2024
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model Longrong Yang Dong Shen Chaoxiang Cai Fan Yang Size Li Tingting Gao Xi Li MoE 150 2 0 28 Jun 2024
Curriculum Learning with Quality-Driven Data Selection Biao Wu Fang Meng 113 2 0 27 Jun 2024
S3: A Simple Strong Sample-effective Multimodal Dialog System Elisei Rykov Egor Malkershin Alexander Panchenko 87 0 0 26 Jun 2024
Advancing Question Answering on Handwritten Documents: A State-of-the-Art Recognition-Based Model for HW-SQuAD Aniket Pal Ajoy Mondal C. V. Jawahar RALM 99 0 0 25 Jun 2024
Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models Wenhao Shi Zhiqiang Hu Yi Bin Junhua Liu Yang Yang See-Kiong Ng Lidong Bing Roy Ka-Wei Lee SyDa MLLM LRM 113 62 0 25 Jun 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs Shengbang Tong Ellis L Brown Penghao Wu Sanghyun Woo Manoj Middepogu ... Xichen Pan Austin Wang Rob Fergus Yann LeCun Saining Xie 3DV MLLM 166 377 0 24 Jun 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning Brandon Huang Chancharik Mitra Assaf Arbelle Leonid Karlinsky Trevor Darrell Roei Herzig 101 21 0 21 Jun 2024
Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning Bingchen Zhao Yongshuo Zong Letian Zhang Timothy Hospedales VLM 118 19 0 18 Jun 2024
Unveiling Encoder-Free Vision-Language Models Haiwen Diao Yufeng Cui Xiaotong Li Yueze Wang Huchuan Lu Xinlong Wang VLM 122 36 0 17 Jun 2024
Preserving Knowledge in Large Language Model with Model-Agnostic Self-Decompression Zilun Zhang Yutao Sun Tiancheng Zhao Leigang Sha Ruochen Xu Kyusong Lee Jianwei Yin CLL KELM 112 0 0 17 Jun 2024
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens Anas Awadalla Le Xue Oscar Lo Manli Shu Hannah Lee ... Silvio Savarese Caiming Xiong Ran Xu Yejin Choi Ludwig Schmidt 130 28 0 17 Jun 2024
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model Yongting Zhang Lu Chen Guodong Zheng Yifeng Gao Rui Zheng ... Yu Qiao Xuanjing Huang Feng Zhao Tao Gui Jing Shao VLM 228 33 0 17 Jun 2024
Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags Daiqing Qi Handong Zhao Zijun Wei Sheng Li 81 2 0 16 Jun 2024
Mixture-of-Subspaces in Low-Rank Adaptation Taiqiang Wu Jiahao Wang Zhe Zhao Ngai Wong 146 27 0 16 Jun 2024
RoboPoint: A Vision-Language Model for Spatial Affordance Prediction for Robotics Wentao Yuan Jiafei Duan Valts Blukis Wilbert Pumacay Ranjay Krishna Adithyavairavan Murali Arsalan Mousavian Dieter Fox LM&Ro 113 67 0 15 Jun 2024
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation Wei Chen Lin Li Yongqi Yang Bin Wen Fan Yang Tingting Gao Yu Wu Long Chen VLM VGen 127 11 0 15 Jun 2024
Explore the Limits of Omni-modal Pretraining at Scale Yiyuan Zhang Handong Li Jing Liu Xiangyu Yue VLM LRM 87 1 0 13 Jun 2024
MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning Hanqing Wang Zeguan Xiao Shuo Wang Guanhua Chen Guanhua Chen 108 27 0 13 Jun 2024
MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases Rithesh Murthy Liangwei Yang Juntao Tan Tulika Awalgaonkar Yilun Zhou ... Zuxin Liu Ming Zhu Huan Wang Caiming Xiong Silvio Savarese 81 6 0 12 Jun 2024
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text Qingyun Li Zhe Chen Weiyun Wang Wenhai Wang Shenglong Ye ... Dahua Lin Yu Qiao Botian Shi Conghui He Jifeng Dai VLM OffRL 119 27 0 12 Jun 2024
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models Tianle Gu Zeyang Zhou Kexin Huang Dandan Liang Yixu Wang ... Keqing Wang Yujiu Yang Yan Teng Yu Qiao Yingchun Wang ELM 89 19 0 11 Jun 2024
Needle In A Multimodal Haystack Weiyun Wang Shuibo Zhang Yiming Ren Yuchen Duan Tiantong Li ... Ping Luo Yu Qiao Jifeng Dai Wenqi Shao Wenhai Wang VLM 116 24 0 11 Jun 2024
AIM: Let Any Multi-modal Large Language Models Embrace Efficient In-Context Learning Jun Gao Qian Qiao Ziqiang Cao Zili Wang Wenjie Li 82 3 0 11 Jun 2024
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark David Romero Chenyang Lyu Haryo Akbarianto Wibowo Teresa Lynn Injy Hamed ... Oana Ignat Joan Nwatu Rada Mihalcea Thamar Solorio Alham Fikri Aji 117 43 0 10 Jun 2024
An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models Xiongtao Zhou Jie He Yuhua Ke Guangyao Zhu Víctor Gutiérrez-Basulto Jeff Z. Pan 98 14 0 07 Jun 2024
RoboMamba: Multimodal State Space Model for Efficient Robot Reasoning and Manipulation Jiaming Liu Mengzhen Liu Zhenyu Wang Lily Lee Kaichen Zhou Pengju An Senqiao Yang Renrui Zhang Yandong Guo Shanghang Zhang LM&Ro LRM Mamba 111 19 0 06 Jun 2024
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning Alex Jinpeng Wang Linjie Li Yiqi Lin Min Li Lijuan Wang Mike Zheng Shou VLM 96 5 0 04 Jun 2024