Analyzing the Behavior of Visual Question Answering Models

Analyzing the Behavior of Visual Question Answering Models

23 June 2016

Aishwarya Agrawal

Devi Parikh

Papers citing "Analyzing the Behavior of Visual Question Answering Models"

17 / 67 papers shown

Title
A Knowledge-Grounded Multimodal Search-Based Conversational Agent Shubham Agarwal Ondrej Dusek Ioannis Konstas Verena Rieser 24 22 0 20 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
How clever is the FiLM model, and how clever can it be? A. Kuhnle Huiyuan Xie Ann A. Copestake 22 6 0 09 Sep 2018
Visual Referring Expression Recognition: What Do Systems Actually Learn? Volkan Cirik Louis-Philippe Morency Taylor Berg-Kirkpatrick 26 63 0 30 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
Customized Image Narrative Generation via Interactive Visual Question Generation and Answering Andrew Shin Yoshitaka Ushiku Tatsuya Harada 34 7 0 27 Apr 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 21 572 0 08 Mar 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 33 1,157 0 06 Mar 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
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi OOD 53 581 0 01 Dec 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 15 2,859 0 26 May 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
It Takes Two to Tango: Towards Theory of AI's Mind Arjun Chandrasekaran Deshraj Yadav Prithvijit Chattopadhyay Viraj Prabhu Devi Parikh 33 53 0 03 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 101 3,120 0 02 Dec 2016
GuessWhat?! Visual object discovery through multi-modal dialogue H. D. Vries Florian Strub A. Chandar Olivier Pietquin Hugo Larochelle Aaron Courville VLM 30 425 0 23 Nov 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 18 19,556 0 07 Oct 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 152 1,464 0 06 Jun 2016