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
Multimodal Explanations by Predicting Counterfactuality in Videos Atsushi Kanehira Kentaro Takemoto S. Inayoshi Tatsuya Harada 26 35 0 04 Dec 2018
Multi-task Learning of Hierarchical Vision-Language Representation Duy-Kien Nguyen Takayuki Okatani 25 51 0 03 Dec 2018
Learning to Caption Images through a Lifetime by Asking Questions Tingke Shen Amlan Kar Sanja Fidler 22 31 0 01 Dec 2018
From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts M. Farazi Salman H Khan Nick Barnes 23 13 0 30 Nov 2018
Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments Howard Chen Alane Suhr Dipendra Kumar Misra Noah Snavely Yoav Artzi 42 383 0 29 Nov 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 56 867 0 27 Nov 2018
Visual Entailment Task for Visually-Grounded Language Learning Ning Xie Farley Lai Derek Doran Asim Kadav 20 53 0 26 Nov 2018
VQA with no questions-answers training B. Vatashsky S. Ullman 41 12 0 20 Nov 2018
Explicit Bias Discovery in Visual Question Answering Models Varun Manjunatha Nirat Saini L. Davis CML FAtt 19 92 0 19 Nov 2018
On transfer learning using a MAC model variant Vincent Marois T. S. Jayram V. Albouy Tomasz Kornuta Younes Bouhadjar A. Ozcan DRL 26 9 0 15 Nov 2018
Holistic Multi-modal Memory Network for Movie Question Answering Anran Wang Anh Tuan Luu Chuan-Sheng Foo Erik Cambria Yi Tay V. Chandrasekhar 36 20 0 12 Nov 2018
Shifting the Baseline: Single Modality Performance on Visual Navigation & QA Jesse Thomason Daniel Gordon Yonatan Bisk 31 75 0 01 Nov 2018
A Corpus for Reasoning About Natural Language Grounded in Photographs Alane Suhr Stephanie Zhou Ally Zhang Iris Zhang Huajun Bai Yoav Artzi LRM 33 589 0 01 Nov 2018
TallyQA: Answering Complex Counting Questions Manoj Acharya Kushal Kafle Christopher Kanan 19 112 0 29 Oct 2018
Do Explanations make VQA Models more Predictable to a Human? Arjun Chandrasekaran Viraj Prabhu Deshraj Yadav Prithvijit Chattopadhyay Devi Parikh FAtt 89 97 0 29 Oct 2018
Neural Modular Control for Embodied Question Answering Abhishek Das Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 135 127 0 26 Oct 2018
Understand, Compose and Respond - Answering Visual Questions by a Composition of Abstract Procedures B. Vatashsky S. Ullman CoGe 26 1 0 25 Oct 2018
Knowing Where to Look? Analysis on Attention of Visual Question Answering System Wei Li Zehuan Yuan Xiangzhong Fang Changhu Wang 24 8 0 09 Oct 2018
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization S. Ramakrishnan Aishwarya Agrawal Stefan Lee AAML 20 235 0 08 Oct 2018
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 46 599 0 04 Oct 2018
Transfer Learning via Unsupervised Task Discovery for Visual Question Answering Hyeonwoo Noh Taehoon Kim Jonghwan Mun Bohyung Han 31 17 0 03 Oct 2018
The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA Shailza Jolly Sandro Pezzelle T. Klein Andreas Dengel Moin Nabi 27 2 0 12 Sep 2018
How clever is the FiLM model, and how clever can it be? A. Kuhnle Huiyuan Xie Ann A. Copestake 30 6 0 09 Sep 2018
What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks Haohan Wang Da-You Sun Eric Xing 30 42 0 07 Sep 2018
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Satwik Kottur José M. F. Moura Devi Parikh Dhruv Batra Marcus Rohrbach 24 164 0 06 Sep 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 33 55 0 06 Sep 2018
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering Medhini Narasimhan A. Schwing 24 105 0 04 Sep 2018
RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes Semih Yagcioglu Aykut Erdem Erkut Erdem Nazli Ikizler-Cinbis CoGe 18 171 0 04 Sep 2018
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers Dongxiang Zhang Lei Wang Nuo Xu B. Dai Heng Tao Shen ReLM AIMat 45 126 0 22 Aug 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 36 705 0 16 Aug 2018
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks Divyansh Kaushik Zachary Chase Lipton ELM 39 231 0 14 Aug 2018
Community Regularization of Visually-Grounded Dialog Akshat Agarwal Swaminathan Gurumurthy Vasu Sharma M. Lewis Katia P. Sycara 18 10 0 10 Aug 2018
A Joint Sequence Fusion Model for Video Question Answering and Retrieval Youngjae Yu Jongseok Kim Gunhee Kim 29 340 0 07 Aug 2018
Learning Visual Question Answering by Bootstrapping Hard Attention Mateusz Malinowski Carl Doersch Adam Santoro Peter W. Battaglia OOD 27 96 0 01 Aug 2018
Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining Yundong Zhang Juan Carlos Niebles Á. Soto 35 67 0 01 Aug 2018
Pythia v0.1: the Winning Entry to the VQA Challenge 2018 Yu Jiang Vivek Natarajan Xinlei Chen Marcus Rohrbach Dhruv Batra Devi Parikh VLM 23 202 0 26 Jul 2018
Explainable Neural Computation via Stack Neural Module Networks Ronghang Hu Jacob Andreas Trevor Darrell Kate Saenko LRM OCL 30 197 0 23 Jul 2018
Question Relevance in Visual Question Answering Prakruthi Prabhakar Nitish Kulkarni Linghao Zhang 19 6 0 23 Jul 2018
Dynamic Multimodal Instance Segmentation guided by natural language queries Edgar Margffoy-Tuay Juan C. Pérez Emilio Botero Pablo Arbelaez 27 170 0 06 Jul 2018
Collaborative Annotation of Semantic Objects in Images with Multi-granularity Supervisions Lishi Zhang Chenghan Fu Jia Li 30 8 0 27 Jun 2018
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features Chiori Hori Huda AlAmri Jue Wang Gordon Wichern Takaaki Hori ... Raphael Gontijo-Lopes Abhishek Das Irfan Essa Dhruv Batra Devi Parikh VGen 18 125 0 21 Jun 2018
Learning Conditioned Graph Structures for Interpretable Visual Question Answering Will Norcliffe-Brown Efstathios Vafeias Sarah Parisot GNN 21 236 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 34 62 0 13 Jun 2018
Cross-Dataset Adaptation for Visual Question Answering Wei-Lun Chao Hexiang Hu Fei Sha OOD 27 49 0 10 Jun 2018
Learning Answer Embeddings for Visual Question Answering Hexiang Hu Wei-Lun Chao Fei Sha 18 33 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 29 8 0 08 Jun 2018
Visual Reasoning by Progressive Module Networks Seung Wook Kim Makarand Tapaswi Sanja Fidler ReLM LRM 36 12 0 06 Jun 2018
Focal Visual-Text Attention for Visual Question Answering Junwei Liang Lu Jiang Liangliang Cao Li-Jia Li Alexander G. Hauptmann 33 110 0 05 Jun 2018
On the Flip Side: Identifying Counterexamples in Visual Question Answering Gabriel Grand Aron Szanto Yoon Kim Alexander Rush 21 0 0 03 Jun 2018
Visual Referring Expression Recognition: What Do Systems Actually Learn? Volkan Cirik Louis-Philippe Morency Taylor Berg-Kirkpatrick 31 63 0 30 May 2018