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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
A Dataset of Alt Texts from HCI Publications: Analyses and Uses Towards Producing More Descriptive Alt Texts of Data Visualizations in Scientific Papers S. Chintalapati Jonathan Bragg Lucy Lu Wang 77 23 0 27 Sep 2022
ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots Yu-Chung Hsiao Fedir Zubach Maria Wang Jindong Chen Victor Carbune Jason Lin Maria Wang Yun Zhu Jindong Chen RALM 215 30 0 16 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Tianlin Li Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 211 742 0 14 Sep 2022
PreSTU: Pre-Training for Scene-Text Understanding Jihyung Kil Soravit Changpinyo Xi Chen Hexiang Hu Sebastian Goodman Wei-Lun Chao Radu Soricut VLM 191 29 0 12 Sep 2022
MaXM: Towards Multilingual Visual Question Answering Soravit Changpinyo Linting Xue Michal Yarom Ashish V. Thapliyal Idan Szpektor J. Amelot Xi Chen Radu Soricut 117 8 0 12 Sep 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions Paul Pu Liang Amir Zadeh Louis-Philippe Morency 114 89 0 07 Sep 2022
Exploring and Improving the Accessibility of Data Privacy-related Information for People Who Are Blind or Low-vision Yuanyuan Feng Abhilasha Ravichander Yaxing Yao Shikun Zhang Norman M. Sadeh 47 1 0 21 Aug 2022
TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation Jun Wang M. Gao Yuqian Hu Ramprasaath R. Selvaraju Chetan Ramaiah Ran Xu Joseph Jaja Larry S. Davis ViT 72 18 0 03 Aug 2022
Generative Bias for Robust Visual Question Answering Jae-Won Cho Dong-Jin Kim H. Ryu In So Kweon OOD CML 100 20 0 01 Aug 2022
Curriculum Learning for Data-Efficient Vision-Language Alignment Tejas Srinivasan Xiang Ren Jesse Thomason VLM 73 9 0 29 Jul 2022
VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments Yu-Yun Tseng Alexander Bell Danna Gurari 86 8 0 24 Jul 2022
Data Representativeness in Accessibility Datasets: A Meta-Analysis Rie Kamikubo Lining Wang Crystal Marte Amnah Mahmood Hernisa Kacorri 68 18 0 16 Jul 2022
Modern Question Answering Datasets and Benchmarks: A Survey Zhen Wang 85 23 0 30 Jun 2022
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks Tejas Srinivasan Ting-Yun Chang Leticia Pinto-Alva Georgios Chochlakis Mohammad Rostami Jesse Thomason VLM CLL 103 76 0 18 Jun 2022
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks Jiasen Lu Christopher Clark Rowan Zellers Roozbeh Mottaghi Aniruddha Kembhavi ObjD VLM MLLM 171 412 0 17 Jun 2022
Less Is More: Linear Layers on CLIP Features as Powerful VizWiz Model Fabian Deuser Konrad Habel Philipp J. Rösch Norbert Oswald VLM 18 2 0 10 Jun 2022
GIT: A Generative Image-to-text Transformer for Vision and Language Jianfeng Wang Zhengyuan Yang Xiaowei Hu Linjie Li Kevin Qinghong Lin Zhe Gan Zicheng Liu Ce Liu Lijuan Wang VLM 174 562 0 27 May 2022
Prompt-based Learning for Unpaired Image Captioning Peipei Zhu Tianlin Li Lin Zhu Zhenglong Sun Weishi Zheng Yaowei Wang Chen Chen VLM 97 33 0 26 May 2022
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization Aishwarya Agrawal Ivana Kajić Emanuele Bugliarello Elnaz Davoodi Anita Gergely Phil Blunsom Aida Nematzadeh OOD 90 18 0 24 May 2022
Gender and Racial Bias in Visual Question Answering Datasets Yusuke Hirota Yuta Nakashima Noa Garcia FaML 187 55 0 17 May 2022
Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering A. Piergiovanni Wei Li Weicheng Kuo M. Saffar Fred Bertsch A. Angelova 77 16 0 02 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 431 3,620 0 29 Apr 2022
Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly Spencer Whitehead Suzanne Petryk Vedaad Shakib Joseph E. Gonzalez Trevor Darrell Anna Rohrbach Marcus Rohrbach 105 56 0 28 Apr 2022
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness Paul Pu Liang 78 6 0 14 Apr 2022
Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities S. Abdali Sina shaham Bhaskar Krishnamachari 124 24 0 25 Mar 2022
"It Feels Like Taking a Gamble": Exploring Perceptions, Practices, and Challenges of Using Makeup and Cosmetics for People with Visual Impairments Franklin Mingzhe Li F. Spektor Menglin Xia Mina Huh Peter Cederberg Yuqi Gong Kristen Shinohara Patrick Carrington 57 25 0 16 Mar 2022
Unpaired Image Captioning by Image-level Weakly-Supervised Visual Concept Recognition Peipei Zhu Tianlin Li Yong Luo Zhenglong Sun Wei-Shi Zheng Yaowei Wang Chen Chen 102 12 0 07 Mar 2022
A Review on Methods and Applications in Multimodal Deep Learning Summaira Jabeen Xi Li Muhammad Shoib Amin Abdul Jabbar VLM HAI 73 102 0 18 Feb 2022
A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility Andrea Burns Deniz Arsan Sanjna Agrawal Ranjitha Kumar Kate Saenko Bryan A. Plummer 131 65 0 04 Feb 2022
Grounding Answers for Visual Questions Asked by Visually Impaired People Chongyan Chen Samreen Anjum Danna Gurari 109 49 0 04 Feb 2022
Feasibility of Interactive 3D Map for Remote Sighted Assistance Jingyi Xie Rui Yu Sooyeon Lee Yao Lyu Syed Masum Billah John M. Carroll 32 0 0 03 Feb 2022
Question Generation for Evaluating Cross-Dataset Shifts in Multi-modal Grounding Arjun Reddy Akula OOD 116 3 0 24 Jan 2022
LaTr: Layout-Aware Transformer for Scene-Text VQA Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha ViT 125 102 0 23 Dec 2021
Understanding and Measuring Robustness of Multimodal Learning Nishant Vishwamitra Hongxin Hu Ziming Zhao Long Cheng Feng Luo AAML 86 5 0 22 Dec 2021
3D Question Answering Shuquan Ye Dongdong Chen Songfang Han Jing Liao ViT 94 49 0 15 Dec 2021
Dual-Key Multimodal Backdoors for Visual Question Answering Matthew Walmer Karan Sikka Indranil Sur Abhinav Shrivastava Susmit Jha AAML 78 38 0 14 Dec 2021
MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning C. Eichenberg Sid Black Samuel Weinbach Letitia Parcalabescu Anette Frank MLLM VLM 72 101 0 09 Dec 2021
From Coarse to Fine-grained Concept based Discrimination for Phrase Detection Maan Qraitem Bryan A. Plummer ObjD 64 0 0 06 Dec 2021
AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant Stan Weixian Lei Difei Gao Yuxuan Wang Dongxing Mao Zihan Liang L. Ran Mike Zheng Shou 69 8 0 30 Nov 2021
NarrationBot and InfoBot: A Hybrid System for Automated Video Description Shasta Ihorn Y. Siu Aditya Bodi Lothar D Narins Jose M. Castanon Yash Kant Abhishek Das Ilmi Yoon Pooyan Fazli 46 3 0 07 Nov 2021
Single-Modal Entropy based Active Learning for Visual Question Answering Dong-Jin Kim Jae-Won Cho Jinsoo Choi Yunjae Jung In So Kweon 63 12 0 21 Oct 2021
Evaluating and Improving Interactions with Hazy Oracles Stephan J. Lemmer Jason J. Corso 39 2 0 19 Oct 2021
Asking questions on handwritten document collections Minesh Mathew Lluís Gómez Dimosthenis Karatzas C. V. Jawahar RALM 130 11 0 02 Oct 2021
Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering Ander Salaberria Gorka Azkune Oier López de Lacalle Aitor Soroa Etxabe Eneko Agirre 92 61 0 15 Sep 2021
Sharing Practices for Datasets Related to Accessibility and Aging Rie Kamikubo Utkarsh Dwivedi Hernisa Kacorri 50 12 0 24 Aug 2021
Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling Xiaopeng Lu Zhenhua Fan Yansen Wang Jean Oh Carolyn Rose 84 27 0 20 Aug 2021
Language Grounding with 3D Objects Jesse Thomason Mohit Shridhar Yonatan Bisk Chris Paxton Luke Zettlemoyer LM&Ro 88 53 0 26 Jul 2021
Human-Adversarial Visual Question Answering Sasha Sheng Amanpreet Singh Vedanuj Goswami Jose Alberto Lopez Magana Wojciech Galuba Devi Parikh Douwe Kiela OOD EgoV AAML 58 63 0 04 Jun 2021
Recent Advances and Trends in Multimodal Deep Learning: A Review Jabeen Summaira Xi Li Amin Muhammad Shoib Songyuan Li Abdul Jabbar HAI 237 59 0 24 May 2021
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules Aisha Urooj Khan Hilde Kuehne Kevin Duarte Chuang Gan N. Lobo M. Shah 71 36 0 11 May 2021