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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"

50 / 2,274 papers shown

Title
Learning Conditioned Graph Structures for Interpretable Visual Question Answering Will Norcliffe-Brown Efstathios Vafeias Sarah Parisot GNN 281 250 0 19 Jun 2018
Learning Visual Knowledge Memory Networks for Visual Question Answering Zhou Su Chen Zhu Yinpeng Dong Dongqi Cai Yurong Chen Jianguo Li 172 66 0 13 Jun 2018
Cross-Dataset Adaptation for Visual Question Answering Wei-Lun Chao Hexiang Hu Fei Sha OOD 142 50 0 10 Jun 2018
Learning Answer Embeddings for Visual Question Answering Hexiang Hu Wei-Lun Chao Fei Sha 99 36 0 10 Jun 2018
CS-VQA: Visual Question Answering with Compressively Sensed Images Li-Chi Huang K. Kulkarni Anik Jha Suhas Lohit Suren Jayasuriya Pavan Turaga CoGe 154 9 0 08 Jun 2018
Visual Reasoning by Progressive Module Networks Seung Wook Kim Makarand Tapaswi Sanja Fidler ReLM LRM 177 14 0 06 Jun 2018
Focal Visual-Text Attention for Visual Question Answering Junwei Liang Lu Jiang Liangliang Cao Li Li Alexander G. Hauptmann 144 114 0 05 Jun 2018
On the Flip Side: Identifying Counterexamples in Visual Question Answering Gabriel Grand Aron Szanto Yoon Kim Alexander Rush 151 0 0 03 Jun 2018
Visual Referring Expression Recognition: What Do Systems Actually Learn? Volkan Cirik Louis-Philippe Morency Taylor Berg-Kirkpatrick 126 65 0 30 May 2018
Joint Image Captioning and Question Answering Jialin Wu Zeyuan Hu Raymond J. Mooney 105 14 0 22 May 2018
Reproducibility Report for "Learning To Count Objects In Natural Images For Visual Question Answering" Shagun Sodhani Vardaan Pahuja 44 0 0 21 May 2018
A new dataset and model for learning to understand navigational instructions Ozan Arkan Can Deniz Yuret 155 1 0 21 May 2018
Bilinear Attention Networks Jin-Hwa Kim Jaehyun Jun Byoung-Tak Zhang AIMat 427 989 0 21 May 2018
Did the Model Understand the Question? Pramod Kaushik Mudrakarta Ankur Taly Mukund Sundararajan Kedar Dhamdhere ELM OOD FAtt 130 203 0 14 May 2018
Reciprocal Attention Fusion for Visual Question Answering M. Farazi Salman H Khan 181 14 0 11 May 2018
Question Type Guided Attention in Visual Question Answering Yang Shi Tommaso Furlanello Sheng Zha Anima Anandkumar 159 50 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 211 296 0 03 Apr 2018
Differential Attention for Visual Question Answering Badri N. Patro Vinay P. Namboodiri AIMat 153 77 0 01 Apr 2018
Visual Question Reasoning on General Dependency Tree Qingxing Cao Xiaodan Liang Bailin Li Guanbin Li Liang Lin CoGe 191 38 0 31 Mar 2018
Generalized Hadamard-Product Fusion Operators for Visual Question Answering Brendan Duke Graham W. Taylor 103 9 0 26 Mar 2018
Attention on Attention: Architectures for Visual Question Answering (VQA) Jasdeep Singh Vincent Ying Alex Nutkiewicz 101 27 0 21 Mar 2018
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions Qing Li Qingyi Tao Shafiq Joty Jianfei Cai Jiebo Luo 229 115 0 20 Mar 2018
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis ToolIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 173 30 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 400 1,227 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 683 1,066 0 22 Feb 2018
Learning to Count Objects in Natural Images for Visual Question Answering Yan Zhang Jonathon S. Hare Adam Prugel-Bennett OOD 218 215 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 208 451 0 15 Feb 2018
Dual Recurrent Attention Units for Visual Question Answering Ahmed Osman Wojciech Samek 199 31 0 01 Feb 2018
Object-based reasoning in VQA Mikyas T. Desta Larry Chen Tomasz Kornuta 185 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 132 62 0 27 Jan 2018
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 326 471 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 134 16 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 201 799 0 28 Dec 2017
Interpretable Counting for Visual Question AnsweringInternational Conference on Learning Representations (ICLR), 2017 Alexander R. Trott Caiming Xiong R. Socher 197 73 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 165 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 371 416 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 488 640 0 01 Dec 2017
Embodied Question Answering Abhishek Das Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 332 711 0 30 Nov 2017
Visual Question Answering as a Meta Learning Task Damien Teney Anton Van Den Hengel OOD 139 45 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 881 1,540 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 242 35 0 16 Nov 2017
Active Learning for Visual Question Answering: An Empirical Study Xiaoyu Lin Devi Parikh 190 33 0 06 Nov 2017
Whodunnit? Crime Drama as a Case for Natural Language Understanding Lea Frermann Shay B. Cohen Mirella Lapata 100 27 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 235 400 0 19 Oct 2017
iVQA: Inverse Visual Question Answering Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 132 52 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 Basel Alomair AAML 216 41 0 25 Sep 2017
Survey of Recent Advances in Visual Question Answering Supriya Pandhre Shagun Sodhani 75 14 0 24 Sep 2017
Visual Reference Resolution using Attention Memory for Visual Dialog Paul Hongsuck Seo Andreas M. Lehrmann Bohyung Han Leonid Sigal 199 125 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 768 2,847 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 205 172 0 21 Sep 2017