Exploring Models and Data for Image Question Answering

8 May 2015

Papers citing "Exploring Models and Data for Image Question Answering"

38 / 138 papers shown

Title
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
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 34 547 0 14 Apr 2017
An Analysis of Visual Question Answering Algorithms Kushal Kafle Christopher Kanan 30 231 0 28 Mar 2017
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning Abhishek Das Satwik Kottur J. M. F. Moura Stefan Lee Dhruv Batra OffRL 31 423 0 20 Mar 2017
VQABQ: Visual Question Answering by Basic Questions Jia-Hong Huang Modar Alfadly Guohao Li 27 24 0 19 Mar 2017
Task-driven Visual Saliency and Attention-based Visual Question Answering Yuetan Lin Zhangyang Pang Donghui Wang Yueting Zhuang 35 26 0 22 Feb 2017
Person Search with Natural Language Description Shuang Li Tong Xiao Hongsheng Li Bolei Zhou Dayu Yue Xiaogang Wang 30 386 0 19 Feb 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 53 2,322 0 20 Dec 2016
MarioQA: Answering Questions by Watching Gameplay Videos Jonghwan Mun Paul Hongsuck Seo Ilchae Jung Bohyung Han 50 108 0 06 Dec 2016
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 143 3,130 0 02 Dec 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 69 990 0 26 Nov 2016
A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering Tegan Maharaj Nicolas Ballas Anna Rohrbach Aaron Courville C. Pal VGen 15 107 0 23 Nov 2016
Leveraging Video Descriptions to Learn Video Question Answering Kuo-Hao Zeng Tseng-Hung Chen Ching-Yao Chuang Yuan-Hong Liao Juan Carlos Niebles Min Sun 32 175 0 12 Nov 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 68 19,607 0 07 Oct 2016
The Color of the Cat is Gray: 1 Million Full-Sentences Visual Question Answering (FSVQA) Andrew Shin Yoshitaka Ushiku Tatsuya Harada 52 14 0 21 Sep 2016
Towards Transparent AI Systems: Interpreting Visual Question Answering Models Yash Goyal Akrit Mohapatra Devi Parikh Dhruv Batra 25 74 0 31 Aug 2016
Solving Visual Madlibs with Multiple Cues Tatiana Tommasi Arun Mallya Bryan A. Plummer Svetlana Lazebnik Alexander C. Berg Tamara L. Berg 37 18 0 11 Aug 2016
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks Anirban Laha V. Raykar SSeg 17 16 0 17 Jul 2016
"Show me the cup": Reference with Continuous Representations Gemma Boleda Sebastian Padó Marco Baroni 26 3 0 28 Jun 2016
Sort Story: Sorting Jumbled Images and Captions into Stories Harsh Agrawal Arjun Chandrasekaran Dhruv Batra Devi Parikh Joey Tianyi Zhou 22 60 0 23 Jun 2016
Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions Arijit Ray Gordon A. Christie Joey Tianyi Zhou Dhruv Batra Devi Parikh 27 56 0 21 Jun 2016
FVQA: Fact-based Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton van den Hengel A. Dick CoGe 39 454 0 17 Jun 2016
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 59 1,825 0 31 May 2016
End-to-End Instance Segmentation with Recurrent Attention Mengye Ren R. Zemel SSeg 30 61 0 30 May 2016
Visual Storytelling Ting-Hao 'Kenneth' Huang Huang Francis Ferraro N. Mostafazadeh Ishan Misra ... C. L. Zitnick Devi Parikh Lucy Vanderwende Michel Galley Margaret Mitchell VGen 22 464 0 13 Apr 2016
A Focused Dynamic Attention Model for Visual Question Answering Ilija Ilievski Shuicheng Yan Jiashi Feng 28 122 0 06 Apr 2016
A Diagram Is Worth A Dozen Images Aniruddha Kembhavi M. Salvato Eric Kolve Minjoon Seo Hannaneh Hajishirzi Ali Farhadi 3DV 12 431 0 24 Mar 2016
Simple Baseline for Visual Question Answering Bolei Zhou Yuandong Tian Sainbayar Sukhbaatar Arthur Szlam Rob Fergus FAtt 27 323 0 07 Dec 2015
Where To Look: Focus Regions for Visual Question Answering Kevin J. Shih Saurabh Singh Derek Hoiem 34 456 0 23 Nov 2015
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Hyeonwoo Noh Paul Hongsuck Seo Bohyung Han OOD 30 327 0 18 Nov 2015
Compositional Memory for Visual Question Answering Aiwen Jiang Fang Wang Fatih Porikli Yi Li CoGe 14 42 0 18 Nov 2015
Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering Huijuan Xu Kate Saenko 36 760 0 17 Nov 2015
Yin and Yang: Balancing and Answering Binary Visual Questions Peng Zhang Yash Goyal D. Summers-Stay Dhruv Batra Devi Parikh CoGe 25 349 0 16 Nov 2015
Sherlock: Scalable Fact Learning in Images Mohamed Elhoseiny Scott D. Cohen W. Chang Brian L. Price Ahmed Elgammal 19 26 0 16 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 44 873 0 11 Nov 2015
Learning to Answer Questions From Image Using Convolutional Neural Network Lin Ma Zhengdong Lu Hang Li 27 261 0 01 Jun 2015
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering Haoyuan Gao Junhua Mao Jie Zhou Zhiheng Huang Lei Wang Wenyuan Xu 32 496 0 21 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 75 5,376 0 03 May 2015