Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

1 December 2017

Devi Parikh

Papers citing "Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering"

30 / 330 papers shown

Title
Self-Critical Reasoning for Robust Visual Question Answering Jialin Wu Raymond J. Mooney OOD NAI 19 158 0 24 May 2019
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering Yangyang Guo Zhiyong Cheng Liqiang Nie Y. Liu Yinglong Wang Mohan S. Kankanhalli 6 36 0 13 May 2019
Challenges and Prospects in Vision and Language Research Kushal Kafle Robik Shrestha Christopher Kanan 9 41 0 19 Apr 2019
Emergence of Compositional Language with Deep Generational Transmission Michael Cogswell Jiasen Lu Stefan Lee Devi Parikh Dhruv Batra 11 49 0 19 Apr 2019
Revisiting EmbodiedQA: A Simple Baseline and Beyond Yuehua Wu Lu Jiang Yi Yang LM&Ro 26 30 0 08 Apr 2019
Actively Seeking and Learning from Live Data Damien Teney A. Hengel OOD 22 21 0 05 Apr 2019
Relation-Aware Graph Attention Network for Visual Question Answering Linjie Li Zhe Gan Yu Cheng Jingjing Liu GNN 17 341 0 29 Mar 2019
Answer Them All! Toward Universal Visual Question Answering Models Robik Shrestha Kushal Kafle Christopher Kanan 9 81 0 01 Mar 2019
MUREL: Multimodal Relational Reasoning for Visual Question Answering Rémi Cadène H. Ben-younes Matthieu Cord Nicolas Thome LRM 8 271 0 25 Feb 2019
Visual Social Relationship Recognition Junnan Li Yongkang Wong Qi Zhao Mohan S. Kankanhalli 22 27 0 13 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 13 13 0 30 Nov 2018
VQA with no questions-answers training B. Vatashsky S. Ullman 25 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
A Corpus for Reasoning About Natural Language Grounded in Photographs Alane Suhr Stephanie Zhou Ally Zhang Iris Zhang Huajun Bai Yoav Artzi LRM 9 586 0 01 Nov 2018
Understand, Compose and Respond - Answering Visual Questions by a Composition of Abstract Procedures B. Vatashsky S. Ullman CoGe 10 1 0 25 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
Transfer Learning via Unsupervised Task Discovery for Visual Question Answering Hyeonwoo Noh Taehoon Kim Jonghwan Mun Bohyung Han 23 17 0 03 Oct 2018
Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions M. Wagner H. Basevi Rakshith Shetty Wenbin Li Mateusz Malinowski M. Fritz A. Leonardis 17 29 0 11 Sep 2018
The Visual QA Devil in the Details: The Impact of Early Fusion and Batch Norm on CLEVR Mateusz Malinowski Carl Doersch ReLM 6 12 0 11 Sep 2018
Learning Visual Question Answering by Bootstrapping Hard Attention Mateusz Malinowski Carl Doersch Adam Santoro Peter W. Battaglia OOD 11 96 0 01 Aug 2018
Cross-Dataset Adaptation for Visual Question Answering Wei-Lun Chao Hexiang Hu Fei Sha OOD 11 49 0 10 Jun 2018
Visual Reasoning by Progressive Module Networks Seung Wook Kim Makarand Tapaswi Sanja Fidler ReLM LRM 14 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 17 110 0 05 Jun 2018
Question Type Guided Attention in Visual Question Answering Yang Shi Tommaso Furlanello Sheng Zha Anima Anandkumar 10 46 0 06 Apr 2018
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 6 29 0 16 Mar 2018
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 22 360 0 24 Jan 2018
Fooling Vision and Language Models Despite Localization and Attention Mechanism Xiaojun Xu Xinyun Chen Chang-rui Liu Anna Rohrbach Trevor Darrell D. Song AAML 6 41 0 25 Sep 2017
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets Wei-Lun Chao Hexiang Hu Fei Sha 22 37 0 24 Apr 2017
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 64 3,111 0 02 Dec 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 144 1,458 0 06 Jun 2016