Visual Question Answering using Deep Learning: A Survey and Performance Analysis

27 August 2019

Papers citing "Visual Question Answering using Deep Learning: A Survey and Performance Analysis"

23 / 23 papers shown

Title
Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering Jiahao Yu Zihao Zhu Yujing Wang Weifeng Zhang Yue Hu Jianlong Tan 32 99 0 31 Aug 2020
RSVQA: Visual Question Answering for Remote Sensing Data Sylvain Lobry Diego Marcos J. Murray D. Tuia 87 211 0 16 Mar 2020
TallyQA: Answering Complex Counting Questions Manoj Acharya Kushal Kafle Christopher Kanan 45 117 0 29 Oct 2018
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 82 606 0 04 Oct 2018
Pythia v0.1: the Winning Entry to the VQA Challenge 2018 Yu Jiang Vivek Natarajan Xinlei Chen Marcus Rohrbach Dhruv Batra Devi Parikh VLM 49 203 0 26 Jul 2018
Focal Visual-Text Attention for Visual Question Answering Junwei Liang Lu Jiang Liangliang Cao Li Li Alexander G. Hauptmann 56 110 0 05 Jun 2018
Differential Attention for Visual Question Answering Badri N. Patro Vinay P. Namboodiri AIMat 39 74 0 01 Apr 2018
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He Anton Van Den Hengel 86 382 0 09 Aug 2017
MemexQA: Visual Memex Question Answering Lu Jiang Junwei Liang Liangliang Cao Yannis Kalantidis S. Farfade Alexander G. Hauptmann 25 27 0 04 Aug 2017
An Analysis of Visual Question Answering Algorithms Kushal Kafle Christopher Kanan 58 234 0 28 Mar 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 283 2,346 0 20 Dec 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
MovieQA: Understanding Stories in Movies through Question-Answering Makarand Tapaswi Yukun Zhu Rainer Stiefelhagen Antonio Torralba R. Urtasun Sanja Fidler 98 736 0 09 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 577 27,231 0 02 Dec 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 89 878 0 11 Nov 2015
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 101 1,875 0 07 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 425 61,900 0 04 Jun 2015
Exploring Models and Data for Image Question Answering Mengye Ren Ryan Kiros R. Zemel 80 713 0 08 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 162 5,421 0 03 May 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 363 12,662 0 11 Dec 2014
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input Mateusz Malinowski Mario Fritz 174 695 0 01 Oct 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.1K 99,991 0 04 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 338 43,290 0 01 May 2014