Exploring Models and Data for Image Question Answering

8 May 2015

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

45 / 95 papers shown

Title
Textually Enriched Neural Module Networks for Visual Question Answering Khyathi Raghavi Chandu Mary Arpita Pyreddy Matthieu Felix N. Joshi 24 6 0 23 Sep 2018
TVQA: Localized, Compositional Video Question Answering Muhammad Abdul Wahab Licheng Yu Mounir Nasr Allah Tamara L. Berg 28 616 0 05 Sep 2018
R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering Pan Lu Lei Ji Wei Zhang Nan Duan M. Zhou Jianyong Wang CoGe 17 79 0 24 May 2018
Joint Image Captioning and Question Answering Jialin Wu Zeyuan Hu Raymond J. Mooney 22 12 0 22 May 2018
Deep Multimodal Subspace Clustering Networks Mahdi Abavisani Vishal M. Patel 28 163 0 17 Apr 2018
Motion-Appearance Co-Memory Networks for Video Question Answering J. Gao Runzhou Ge Kan Chen Ram Nevatia 27 240 0 29 Mar 2018
Interactive Grounded Language Acquisition and Generalization in a 2D World Haonan Yu Haichao Zhang W. Xu LLMAG LM&Ro 14 77 0 31 Jan 2018
Game of Sketches: Deep Recurrent Models of Pictionary-style Word Guessing Ravi Kiran Sarvadevabhatla Shiv Surya Trisha Mittal Venkatesh Babu Radhakrishnan 16 14 0 29 Jan 2018
Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions Qing Li Jianlong Fu D. Yu Tao Mei Jiebo Luo FAtt XAI CoGe 48 60 0 27 Jan 2018
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 33 363 0 24 Jan 2018
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi OOD 51 581 0 01 Dec 2017
Active Learning for Visual Question Answering: An Empirical Study Xiaoyu Lin Devi Parikh 38 31 0 06 Nov 2017
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation Chuang Gan Yandong Li Haoxiang Li Chen Sun Boqing Gong 22 126 0 15 Aug 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 15 136 0 05 Jun 2017
Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-in-the-Blank Image Captioning Q. Sun Stefan Lee Dhruv Batra BDL 25 43 0 24 May 2017
MUTAN: Multimodal Tucker Fusion for Visual Question Answering H. Ben-younes Rémi Cadène Matthieu Cord Nicolas Thome 44 578 0 18 May 2017
The Forgettable-Watcher Model for Video Question Answering Hongyang Xue Zhou Zhao Deng Cai 21 9 0 03 May 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
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 24 545 0 14 Apr 2017
An Analysis of Visual Question Answering Algorithms Kushal Kafle Christopher Kanan 21 230 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 Bernard Ghanem 9 24 0 19 Mar 2017
Task-driven Visual Saliency and Attention-based Visual Question Answering Yuetan Lin Zhangyang Pang Donghui Wang Yueting Zhuang 29 26 0 22 Feb 2017
Person Search with Natural Language Description Shuang Li Tong Xiao Hongsheng Li Bolei Zhou Dayu Yue Xiaogang Wang 19 385 0 19 Feb 2017
MarioQA: Answering Questions by Watching Gameplay Videos Jonghwan Mun Paul Hongsuck Seo Ilchae Jung Bohyung Han 37 108 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 99 3,116 0 02 Dec 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 24 175 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 18 19,541 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 44 14 0 21 Sep 2016
Towards Transparent AI Systems: Interpreting Visual Question Answering Models Yash Goyal Akrit Mohapatra Devi Parikh Dhruv Batra 19 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 29 18 0 11 Aug 2016
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks Anirban Laha V. Raykar SSeg 11 16 0 17 Jul 2016
Sort Story: Sorting Jumbled Images and Captions into Stories Harsh Agrawal Arjun Chandrasekaran Dhruv Batra Devi Parikh Mohit Bansal 22 60 0 23 Jun 2016
Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions Arijit Ray Gordon A. Christie Mohit Bansal Dhruv Batra Devi Parikh 19 56 0 21 Jun 2016
FVQA: Fact-based Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton van den Hengel A. Dick CoGe 33 453 0 17 Jun 2016
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 13 1,599 0 31 May 2016
End-to-End Instance Segmentation with Recurrent Attention Mengye Ren R. Zemel SSeg 24 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 11 464 0 13 Apr 2016
Where To Look: Focus Regions for Visual Question Answering Kevin J. Shih Saurabh Singh Derek Hoiem 23 457 0 23 Nov 2015
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Hyeonwoo Noh Paul Hongsuck Seo Bohyung Han OOD 19 327 0 18 Nov 2015
Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering Huijuan Xu Kate Saenko 22 760 0 17 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 30 871 0 11 Nov 2015
Learning to Answer Questions From Image Using Convolutional Neural Network Lin Ma Zhengdong Lu Hang Li 13 262 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 W. Xu 32 497 0 21 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 64 5,362 0 03 May 2015