Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering

17 November 2015

Papers citing "Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering"

37 / 137 papers shown

Title
Exploring Human-like Attention Supervision in Visual Question Answering Tingting Qiao Jianfeng Dong Duanqing Xu 19 104 0 19 Sep 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 27 126 0 15 Aug 2017
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He Anton Van Den Hengel 50 380 0 09 Aug 2017
Structured Attentions for Visual Question Answering Chen Zhu Yanpeng Zhao Shuaiyi Huang Kewei Tu Yi Ma FAtt 32 106 0 07 Aug 2017
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering Zhou Yu Jun-chen Yu Jianping Fan Dacheng Tao 41 663 0 04 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 38 136 0 05 Jun 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 15 2,867 0 26 May 2017
MUTAN: Multimodal Tucker Fusion for Visual Question Answering H. Ben-younes Rémi Cadène Matthieu Cord Nicolas Thome 67 578 0 18 May 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 22 926 0 06 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
It Takes Two to Tango: Towards Theory of AI's Mind Arjun Chandrasekaran Deshraj Yadav Prithvijit Chattopadhyay Viraj Prabhu Devi Parikh 38 54 0 03 Apr 2017
An Analysis of Visual Question Answering Algorithms Kushal Kafle Christopher Kanan 30 231 0 28 Mar 2017
VQABQ: Visual Question Answering by Basic Questions Jia-Hong Huang Modar Alfadly Guohao Li 27 24 0 19 Mar 2017
Aspect-augmented Adversarial Networks for Domain Adaptation Yuan Zhang Regina Barzilay Tommi Jaakkola 41 96 0 01 Jan 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan L. V. D. van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 23 2,322 0 20 Dec 2016
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions Peng Wang Qi Wu Chunhua Shen Anton Van Den Hengel OOD 39 86 0 16 Dec 2016
Attentive Explanations: Justifying Decisions and Pointing to the Evidence Dong Huk Park Lisa Anne Hendricks Zeynep Akata Bernt Schiele Trevor Darrell Marcus Rohrbach AAML 24 79 0 14 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 134 3,130 0 02 Dec 2016
Attend in groups: a weakly-supervised deep learning framework for learning from web data Bohan Zhuang Lingqiao Liu Yao Li Chunhua Shen Ian Reid NoLa 24 89 0 30 Nov 2016
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 15 594 0 29 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
Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task Ashkan Mokarian Mateusz Malinowski Mario Fritz 27 5 0 09 Aug 2016
Analyzing the Behavior of Visual Question Answering Models Aishwarya Agrawal Dhruv Batra Devi Parikh 29 309 0 23 Jun 2016
Rationalizing Neural Predictions Tao Lei Regina Barzilay Tommi Jaakkola 50 805 0 13 Jun 2016
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? Abhishek Das Harsh Agrawal C. L. Zitnick Devi Parikh Dhruv Batra 32 465 0 11 Jun 2016
Progressive Attention Networks for Visual Attribute Prediction Paul Hongsuck Seo Zhe-nan Lin Scott D. Cohen Xiaohui Shen Bohyung Han 21 41 0 08 Jun 2016
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 56 1,824 0 31 May 2016
Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition Xiao-Chang Liu Jiang Wang Shilei Wen Errui Ding Yuanqing Lin 13 76 0 20 May 2016
Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering Arun Mallya Svetlana Lazebnik 39 119 0 16 Apr 2016
A Focused Dynamic Attention Model for Visual Question Answering Ilija Ilievski Shuicheng Yan Jiashi Feng 28 122 0 06 Apr 2016
Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection Sheng-syun Shen Hung-yi Lee 14 65 0 31 Mar 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
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge Qi Wu Chunhua Shen Anton Van Den Hengel Peng Wang A. Dick 27 360 0 09 Mar 2016
Dynamic Memory Networks for Visual and Textual Question Answering Caiming Xiong Stephen Merity R. Socher 25 753 0 04 Mar 2016
Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder NMT Model Shi Feng Shujie Liu Mu Li M. Zhou 32 44 0 13 Jan 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015