Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?

11 June 2016

Devi Parikh

Papers citing "Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?"

30 / 230 papers shown

Title
Embodied Question Answering Abhishek Das Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 34 639 0 30 Nov 2017
Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract) Dong Huk Park Lisa Anne Hendricks Zeynep Akata Anna Rohrbach Bernt Schiele Trevor Darrell Marcus Rohrbach 19 4 0 17 Nov 2017
High-Order Attention Models for Visual Question Answering Idan Schwartz A. Schwing Tamir Hazan 16 102 0 12 Nov 2017
iVQA: Inverse Visual Question Answering Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 31 47 0 10 Oct 2017
Vision-based deep execution monitoring Francesco Puja S. Grazioso A. Tammaro Valsamis Ntouskos Marta Sanzari F. Pirri 13 1 0 29 Sep 2017
Exploring Human-like Attention Supervision in Visual Question Answering Tingting Qiao Jianfeng Dong Duanqing Xu 6 103 0 19 Sep 2017
Learning Functional Causal Models with Generative Neural Networks Hugo Jair Escalante Sergio Escalera Xavier Baro Isabelle M Guyon Umut Güçlü Marcel van Gerven CML BDL 15 107 0 15 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 14 126 0 15 Aug 2017
Structured Attentions for Visual Question Answering Chen Zhu Yanpeng Zhao Shuaiyi Huang Kewei Tu Yi-An Ma FAtt 18 106 0 07 Aug 2017
Attention-based Natural Language Person Retrieval Tao Zhou Muhao Chen Jie Yu Demetri Terzopoulos 17 14 0 24 May 2017
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures Fanyi Xiao Leonid Sigal Yong Jae Lee 19 138 0 03 May 2017
Creativity: Generating Diverse Questions using Variational Autoencoders Unnat Jain Ziyu Zhang A. Schwing 15 151 0 11 Apr 2017
It Takes Two to Tango: Towards Theory of AI's Mind Arjun Chandrasekaran Deshraj Yadav Prithvijit Chattopadhyay Viraj Prabhu Devi Parikh 28 53 0 03 Apr 2017
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks Tanmay Gupta Kevin J. Shih Saurabh Singh Derek Hoiem 29 26 0 02 Apr 2017
Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention Jinkyu Kim John F. Canny FAtt XAI OOD MILM CML 16 332 0 30 Mar 2017
BubbleView: an interface for crowdsourcing image importance maps and tracking visual attention N. Kim Zoya Bylinskii M. Borkin Krzysztof Z. Gajos A. Oliva F. Durand Hanspeter Pfister 24 59 0 16 Feb 2017
What are the visual features underlying human versus machine vision? Drew Linsley S. Eberhardt T. Sharma Pankaj Gupta Thomas Serre 11 4 0 10 Jan 2017
Attentive Explanations: Justifying Decisions and Pointing to the Evidence Dong Huk Park Lisa Anne Hendricks Zeynep Akata Bernt Schiele Trevor Darrell Marcus Rohrbach AAML 16 79 0 14 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 97 3,115 0 02 Dec 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 52 988 0 26 Nov 2016
Attention-based Memory Selection Recurrent Network for Language Modeling Da-Rong Liu Shun-Po Chuang Hung-yi Lee RALM KELM 27 5 0 26 Nov 2016
Proposing Plausible Answers for Open-ended Visual Question Answering Omid Bakhshandeh Trung Bui Zhe-nan Lin W. Chang 19 1 0 20 Oct 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 19,529 0 07 Oct 2016
Visual Question Answering: Datasets, Algorithms, and Future Challenges Kushal Kafle Christopher Kanan OOD 17 235 0 05 Oct 2016
Towards Transparent AI Systems: Interpreting Visual Question Answering Models Yash Goyal Akrit Mohapatra Devi Parikh Dhruv Batra 14 74 0 31 Aug 2016
Revisiting Visual Question Answering Baselines Allan Jabri Armand Joulin L. V. D. van der Maaten OOD 18 83 0 27 Jun 2016
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 11 1,824 0 31 May 2016
Attention Correctness in Neural Image Captioning Chenxi Liu Junhua Mao Fei Sha Alan Yuille 3DV 22 220 0 31 May 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 206 623 0 06 Jan 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 29 5,134 0 22 Dec 2015