Visual Question Answering: Datasets, Algorithms, and Future Challenges

5 October 2016

Papers citing "Visual Question Answering: Datasets, Algorithms, and Future Challenges"

27 / 27 papers shown

Title
QTG-VQA: Question-Type-Guided Architectural for VideoQA Systems Zhixian He Pengcheng Zhao Fuwei Zhang Shujin Lin 36 0 0 14 Sep 2024
Multimodality of AI for Education: Towards Artificial General Intelligence Gyeong-Geon Lee Lehong Shi Ehsan Latif Yizhu Gao Arne Bewersdorff ... Zheng Liu Hui Wang Gengchen Mai Tiaming Liu Xiaoming Zhai 22 37 0 10 Dec 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 33 117 0 16 Oct 2023
LOIS: Looking Out of Instance Semantics for Visual Question Answering Siyu Zhang Ye Chen Yaoru Sun Fang Wang Haibo Shi Haoran Wang 23 4 0 26 Jul 2023
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language Shantipriya Parida Idris Abdulmumin Shamsuddeen Hassan Muhammad Aneesh Bose Guneet Singh Kohli I. Ahmad Ketan Kotwal S. Sarkar Ondrej Bojar Habeebah Adamu Kakudi 22 4 0 28 May 2023
Knowledge-Based Counterfactual Queries for Visual Question Answering Theodoti Stoikou Maria Lymperaiou Giorgos Stamou AAML 18 1 0 05 Mar 2023
BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA Models Ali Borji CoGe 10 1 0 28 Jan 2023
Globally Gated Deep Linear Networks Qianyi Li H. Sompolinsky AI4CE 14 10 0 31 Oct 2022
VLP: A Survey on Vision-Language Pre-training Feilong Chen Duzhen Zhang Minglun Han Xiuyi Chen Jing Shi Shuang Xu Bo Xu VLM 82 212 0 18 Feb 2022
Learning to Predict Visual Attributes in the Wild Khoi Pham Kushal Kafle Zhe-nan Lin Zhi Ding Scott D. Cohen Q. Tran Abhinav Shrivastava 16 107 0 17 Jun 2021
Selective Replay Enhances Learning in Online Continual Analogical Reasoning Tyler L. Hayes Christopher Kanan CLL 16 20 0 06 Mar 2021
A Question-Centric Model for Visual Question Answering in Medical Imaging Minh H. Vu Tommy Löfstedt T. Nyholm Raphael Sznitman MedIm 6 59 0 02 Mar 2020
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering Xinyu Wang Yuliang Liu Chunhua Shen Chun Chet Ng Canjie Luo Lianwen Jin C. Chan A. Hengel Liangwei Wang 31 91 0 24 Feb 2020
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing Vedika Agarwal Rakshith Shetty Mario Fritz CML AAML 19 155 0 16 Dec 2019
Multimodal Machine Translation through Visuals and Speech U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 39 72 0 28 Nov 2019
Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications Arda Senocak Tae-Hyun Oh Junsik Kim Ming-Hsuan Yang In So Kweon SSL 17 52 0 20 Nov 2019
REMIND Your Neural Network to Prevent Catastrophic Forgetting Tyler L. Hayes Kushal Kafle Robik Shrestha Manoj Acharya Christopher Kanan CLL 29 294 0 06 Oct 2019
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 19 94 0 09 Jul 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 13 128 0 02 Apr 2019
Answer Them All! Toward Universal Visual Question Answering Models Robik Shrestha Kushal Kafle Christopher Kanan 17 82 0 01 Mar 2019
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 33 363 0 24 Jan 2018
Active Learning for Visual Question Answering: An Empirical Study Xiaoyu Lin Devi Parikh 31 31 0 06 Nov 2017
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets Wei-Lun Chao Hexiang Hu Fei Sha 22 37 0 24 Apr 2017
An Analysis of Visual Question Answering Algorithms Kushal Kafle Christopher Kanan 19 230 0 28 Mar 2017
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 97 3,115 0 02 Dec 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 147 1,465 0 06 Jun 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 216 7,923 0 17 Aug 2015