Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

2 December 2016

Devi Parikh

Papers citing "Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering"

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Title
Joint Image Captioning and Question Answering Jialin Wu Zeyuan Hu Raymond J. Mooney 24 12 0 22 May 2018
Reproducibility Report for "Learning To Count Objects In Natural Images For Visual Question Answering" Shagun Sodhani Vardaan Pahuja 8 0 0 21 May 2018
A new dataset and model for learning to understand navigational instructions Ozan Arkan Can Deniz Yuret 21 1 0 21 May 2018
Bilinear Attention Networks Jin-Hwa Kim Jaehyun Jun Byoung-Tak Zhang AIMat 30 867 0 21 May 2018
Did the Model Understand the Question? Pramod Kaushik Mudrakarta Ankur Taly Mukund Sundararajan Kedar Dhamdhere ELM OOD FAtt 27 196 0 14 May 2018
Reciprocal Attention Fusion for Visual Question Answering M. Farazi Salman H Khan 26 14 0 11 May 2018
Question Type Guided Attention in Visual Question Answering Yang Shi Tommaso Furlanello Sheng Zha Anima Anandkumar 25 46 0 06 Apr 2018
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering Duy-Kien Nguyen Takayuki Okatani 24 279 0 03 Apr 2018
Differential Attention for Visual Question Answering Badri N. Patro Vinay P. Namboodiri AIMat 21 74 0 01 Apr 2018
Visual Question Reasoning on General Dependency Tree Qingxing Cao Xiaodan Liang Bailin Li Guanbin Li Liang Lin CoGe 27 37 0 31 Mar 2018
Generalized Hadamard-Product Fusion Operators for Visual Question Answering Brendan Duke Graham W. Taylor 30 8 0 26 Mar 2018
Attention on Attention: Architectures for Visual Question Answering (VQA) Jasdeep Singh Vincent Ying Alex Nutkiewicz 17 26 0 21 Mar 2018
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions Qing Li Qingyi Tao Chenyu You Jianfei Cai Jiebo Luo 34 106 0 20 Mar 2018
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 30 29 0 16 Mar 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 38 1,160 0 06 Mar 2018
VizWiz Grand Challenge: Answering Visual Questions from Blind People Danna Gurari Qing Li Abigale Stangl Anhong Guo Chi Lin Kristen Grauman Jiebo Luo Jeffrey P. Bigham CoGe 37 810 0 22 Feb 2018
Learning to Count Objects in Natural Images for Visual Question Answering Yan Zhang Jonathon S. Hare Adam Prugel-Bennett OOD 34 205 0 15 Feb 2018
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence Dong Huk Park Lisa Anne Hendricks Zeynep Akata Anna Rohrbach Bernt Schiele Trevor Darrell Marcus Rohrbach 37 419 0 15 Feb 2018
Dual Recurrent Attention Units for Visual Question Answering Ahmed Osman Wojciech Samek 33 30 0 01 Feb 2018
Object-based reasoning in VQA Mikyas T. Desta Larry Chen Tomasz Kornuta 32 33 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 51 60 0 27 Jan 2018
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 33 364 0 24 Jan 2018
Structured Triplet Learning with POS-tag Guided Attention for Visual Question Answering Zhe Wang Xiaoyi Liu Liangjian Chen Limin Wang Yu Qiao Xiaohui Xie Charless C. Fowlkes 29 14 0 24 Jan 2018
What do we need to build explainable AI systems for the medical domain? Andreas Holzinger Chris Biemann C. Pattichis D. Kell 28 679 0 28 Dec 2017
Interpretable Counting for Visual Question Answering Alexander R. Trott Caiming Xiong R. Socher 38 71 0 23 Dec 2017
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication Jin-Hwa Kim Nikita Kitaev Xinlei Chen Marcus Rohrbach Byoung-Tak Zhang Yuandong Tian Dhruv Batra Devi Parikh DiffM VGen 30 25 0 15 Dec 2017
IQA: Visual Question Answering in Interactive Environments Daniel Gordon Aniruddha Kembhavi Mohammad Rastegari Joseph Redmon Dieter Fox Ali Farhadi LM&Ro 25 386 0 09 Dec 2017
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi OOD 58 582 0 01 Dec 2017
Embodied Question Answering Abhishek Das Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 48 640 0 30 Nov 2017
Visual Question Answering as a Meta Learning Task Damien Teney Anton Van Den Hengel OOD 42 42 0 22 Nov 2017
Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments Peter Anderson Qi Wu Damien Teney Jake Bruce Mark Johnson Niko Sünderhauf Ian Reid Stephen Gould Anton Van Den Hengel LM&Ro 52 1,290 0 20 Nov 2017
A Novel Framework for Robustness Analysis of Visual QA Models Jia-Hong Huang Cuong Duc Dao Modar Alfadly Guohao Li AAML OOD 27 34 0 16 Nov 2017
Active Learning for Visual Question Answering: An Empirical Study Xiaoyu Lin Devi Parikh 44 31 0 06 Nov 2017
Whodunnit? Crime Drama as a Case for Natural Language Understanding Lea Frermann Shay B. Cohen Mirella Lapata 34 26 0 31 Oct 2017
FigureQA: An Annotated Figure Dataset for Visual Reasoning Samira Ebrahimi Kahou Vincent Michalski Adam Atkinson Ákos Kádár Adam Trischler Yoshua Bengio ReLM AIMat 28 308 0 19 Oct 2017
iVQA: Inverse Visual Question Answering Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 39 47 0 10 Oct 2017
Fooling Vision and Language Models Despite Localization and Attention Mechanism Xiaojun Xu Xinyun Chen Chang-rui Liu Anna Rohrbach Trevor Darrell D. Song AAML 10 41 0 25 Sep 2017
Survey of Recent Advances in Visual Question Answering Supriya Pandhre Shagun Sodhani 10 14 0 24 Sep 2017
Visual Reference Resolution using Attention Memory for Visual Dialog Paul Hongsuck Seo Andreas M. Lehrmann Bohyung Han Leonid Sigal 39 122 0 23 Sep 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 113 2,154 0 22 Sep 2017
Visual Question Generation as Dual Task of Visual Question Answering Yikang Li Nan Duan Bolei Zhou Xiao Chu Wanli Ouyang Xiaogang Wang 34 165 0 21 Sep 2017
Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering Zhou Yu Jun-chen Yu Chenchao Xiang Jianping Fan Dacheng Tao 22 459 0 10 Aug 2017
Learning to Disambiguate by Asking Discriminative Questions Yining Li Chen Huang Xiaoou Tang Chen Change Loy 18 22 0 09 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
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models Ilija Ilievski Jiashi Feng 19 11 0 02 Aug 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 34 4,181 0 25 Jul 2017
Visual Question Answering with Memory-Augmented Networks Chao Ma Chunhua Shen A. Dick Qi Wu Peng Wang Anton Van Den Hengel Ian Reid 23 98 0 17 Jul 2017
Learning Visual Reasoning Without Strong Priors Ethan Perez H. D. Vries Florian Strub Vincent Dumoulin Aaron Courville OOD NAI 34 62 0 10 Jul 2017
Modulating early visual processing by language H. D. Vries Florian Strub Jérémie Mary Hugo Larochelle Olivier Pietquin Aaron Courville 31 483 0 02 Jul 2017
Deep learning evaluation using deep linguistic processing A. Kuhnle Ann A. Copestake ELM 33 11 0 05 Jun 2017