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 / 1,966 papers shown

Title
Scene Text Visual Question Answering Ali Furkan Biten Rubèn Pérez Tito Andrés Mafla Lluís Gómez Marçal Rusiñol Ernest Valveny C. V. Jawahar Dimosthenis Karatzas 36 343 0 31 May 2019
What Makes Training Multi-Modal Classification Networks Hard? Weiyao Wang Du Tran Matt Feiszli 28 442 0 29 May 2019
Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning Wonjae Kim Yoonho Lee 16 6 0 28 May 2019
Structure Learning for Neural Module Networks Vardaan Pahuja Jie Fu Sarath Chandar C. Pal 13 7 0 27 May 2019
Deep Reason: A Strong Baseline for Real-World Visual Reasoning Chenfei Wu Yanzhao Zhou Gen Li Nan Duan Duyu Tang Xiaojie Wang LRM NAI ReLM 11 2 0 24 May 2019
Self-Critical Reasoning for Robust Visual Question Answering Jialin Wu Raymond J. Mooney OOD NAI 32 159 0 24 May 2019
AttentionRNN: A Structured Spatial Attention Mechanism Siddhesh Khandelwal Leonid Sigal 24 3 0 22 May 2019
Multimodal Transformer with Multi-View Visual Representation for Image Captioning Jun-chen Yu Jing Li Zhou Yu Qingming Huang ViT 27 377 0 20 May 2019
SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation Daniel Gordon Abhishek Kadian Devi Parikh Judy Hoffman Dhruv Batra 20 76 0 18 May 2019
Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations Fenglin Liu Yuanxin Liu Xuancheng Ren Xiaodong He Xu Sun VLM 34 81 0 15 May 2019
Misleading Failures of Partial-input Baselines Shi Feng Eric Wallace Jordan L. Boyd-Graber 33 0 0 14 May 2019
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering Yangyang Guo Zhiyong Cheng Liqiang Nie Y. Liu Yinglong Wang Mohan Kankanhalli 22 36 0 13 May 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 31 171 0 10 May 2019
TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 31 227 0 25 Apr 2019
Challenges and Prospects in Vision and Language Research Kushal Kafle Robik Shrestha Christopher Kanan 22 41 0 19 Apr 2019
Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts Julia Kruk Jonah Lubin Karan Sikka Xiaoyu Lin Dan Jurafsky Ajay Divakaran 29 95 0 19 Apr 2019
Towards VQA Models That Can Read Amanpreet Singh Vivek Natarajan Meet Shah Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach EgoV 15 1,128 0 18 Apr 2019
Learning to Collocate Neural Modules for Image Captioning Xu Yang Hanwang Zhang Jianfei Cai 25 77 0 18 Apr 2019
A Simple Baseline for Audio-Visual Scene-Aware Dialog Idan Schwartz A. Schwing Tamir Hazan 27 69 0 11 Apr 2019
Reasoning Visual Dialogs with Structural and Partial Observations Zilong Zheng Wenguan Wang Siyuan Qi Song-Chun Zhu 39 117 0 11 Apr 2019
Quizbowl: The Case for Incremental Question Answering Pedro Rodriguez Shi Feng Mohit Iyyer He He Jordan L. Boyd-Graber 20 50 0 09 Apr 2019
Revisiting EmbodiedQA: A Simple Baseline and Beyond Yuehua Wu Lu Jiang Yi Yang LM&Ro 42 30 0 08 Apr 2019
Actively Seeking and Learning from Live Data Damien Teney Anton Van Den Hengel OOD 32 21 0 05 Apr 2019
VQD: Visual Query Detection in Natural Scenes Manoj Acharya Karan Jariwala Christopher Kanan ObjD 24 18 0 04 Apr 2019
Context and Attribute Grounded Dense Captioning Guojun Yin Lu Sheng Bin Liu Nenghai Yu Xiaogang Wang Jing Shao 16 75 0 02 Apr 2019
Relation-Aware Graph Attention Network for Visual Question Answering Linjie Li Zhe Gan Yu Cheng Jingjing Liu GNN 54 341 0 29 Mar 2019
Visual Query Answering by Entity-Attribute Graph Matching and Reasoning Peixi Xiong Huayi Zhan Xin Wang Baivab Sinha Ying Nian Wu 18 16 0 16 Mar 2019
Answer Them All! Toward Universal Visual Question Answering Models Robik Shrestha Kushal Kafle Christopher Kanan 22 82 0 01 Mar 2019
GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering Drew A. Hudson Christopher D. Manning CoGe NAI 19 137 0 25 Feb 2019
MUREL: Multimodal Relational Reasoning for Visual Question Answering Rémi Cadène H. Ben-younes Matthieu Cord Nicolas Thome LRM 19 271 0 25 Feb 2019
Cycle-Consistency for Robust Visual Question Answering Meet Shah Xinlei Chen Marcus Rohrbach Devi Parikh OOD 25 185 0 15 Feb 2019
Can We Automate Diagrammatic Reasoning? Sk. Arif Ahmed D. P. Dogra S. Kar P. Roy D. Prasad 8 4 0 13 Feb 2019
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded Ramprasaath R. Selvaraju Stefan Lee Yilin Shen Hongxia Jin Shalini Ghosh Larry Heck Dhruv Batra Devi Parikh FAtt VLM 16 252 0 11 Feb 2019
EvalAI: Towards Better Evaluation Systems for AI Agents Deshraj Yadav Rishabh Jain Harsh Agrawal Prithvijit Chattopadhyay Taranjeet Singh Akash Jain Shivkaran Singh Stefan Lee Dhruv Batra ELM 11 56 0 10 Feb 2019
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI Shane T. Mueller R. Hoffman W. Clancey Abigail Emrey Gary Klein XAI 18 285 0 05 Feb 2019
VrR-VG: Refocusing Visually-Relevant Relationships Yuanzhi Liang Yalong Bai Wei Zhang Xueming Qian Li Zhu Tao Mei 3DH 19 8 0 01 Feb 2019
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection H. Ben-younes Rémi Cadène Nicolas Thome Matthieu Cord 16 218 0 31 Jan 2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding Ning Xie Farley Lai Derek Doran Asim Kadav CoGe 51 322 0 20 Jan 2019
Evaluating Text-to-Image Matching using Binary Image Selection (BISON) Hexiang Hu Ishan Misra L. V. D. van der Maaten 24 22 0 19 Jan 2019
Response to "Visual Dialogue without Vision or Dialogue" (Massiceti et al., 2018) Abhishek Das Devi Parikh Dhruv Batra 17 2 0 16 Jan 2019
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Runtao Liu Chenxi Liu Yutong Bai Alan Yuille NAI ObjD 22 122 0 03 Jan 2019
The meaning of "most" for visual question answering models A. Kuhnle Ann A. Copestake 8 4 0 31 Dec 2018
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering Zhuoqian Yang Zengchang Qin Jing Yu Yue Hu GNN 25 16 0 23 Dec 2018
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context T. Nguyen Shikhar Sharma Hannes Schulz Layla El Asri 15 33 0 17 Dec 2018
Visual Social Relationship Recognition Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli 35 27 0 13 Dec 2018
Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering Peng Gao Zhengkai Jiang Haoxuan You Pan Lu Steven C. H. Hoi Xiaogang Wang Hongsheng Li AIMat 24 363 0 13 Dec 2018
Learning Representations of Sets through Optimized Permutations Yan Zhang Jonathon S. Hare Adam Prugel-Bennett SSL 11 24 0 10 Dec 2018
Learning to Compose Dynamic Tree Structures for Visual Contexts Kaihua Tang Hanwang Zhang Baoyuan Wu Wenhan Luo Wei Liu 20 491 0 05 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 169 230 0 05 Dec 2018
Learning to Explain with Complemental Examples Atsushi Kanehira Tatsuya Harada 12 40 0 04 Dec 2018