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VQA: Visual Question Answering

• Stanislaw Antol, Aishwarya Agrawal, +4 authors Devi Parikh
• ICCV 2015
• 2015

Zero-Shot Learning via Visual Abstraction

• Stanislaw Antol, C. Lawrence Zitnick, Devi Parikh
• ECCV 2014
• 2014

One of the main challenges in learning fine-grained visual categories is gathering training images. Recent work in Zero-Shot Learning (ZSL) circumvents this challenge by describing categories via… (More)

We are Humor Beings: Understanding and Predicting Visual Humor

• Arjun Chandrasekaran, Ashwin K. Vijayakumar, +4 authors Devi Parikh
• 2016 IEEE Conference on Computer Vision and…
• 2016

Humor is an integral part of human lives. Despite being tremendously impactful, it is perhaps surprising that we do not have a detailed understanding of humor yet. As interactions between humans and… (More)

Measuring Machine Intelligence Through Visual Question Answering

• C. Lawrence Zitnick, Aishwarya Agrawal, Stanislaw Antol, Margaret Mitchell, Dhruv Batra, Devi Parikh
• AI Magazine
• 2016

As machines have become more intelligent, there has been a renewed interest in methods for measuring their intelligence. A common approach is to propose tasks for which a human excels, but one which… (More)

Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes

• Gordon Christie, Ankit Laddha, +4 authors Dhruv Batra
• EMNLP
• 2016

We present an approach to simultaneously perform semantic segmentation and prepositional phrase attachment resolution for captioned images. The motivation for this work comes from the fact that some… (More)

VQA: Visual Question Answering

• Stanislaw Antol, Aishwarya Agrawal, +4 authors Devi Parikh
• International Journal of Computer Vision
• 2015

We propose the task of free-form and open-ended Visual Question Answering (VQA). Given an image and a natural language question about the image, the task is to provide an accurate natural language… (More)

Resolving vision and language ambiguities together: Joint segmentation & prepositional attachment resolution in captioned scenes

• Gordon Christie, Ankit Laddha, +4 authors Dhruv Batra
• Computer Vision and Image Understanding
• 2017

We present an approach to simultaneously perform semantic segmentation and prepositional phrase attachment resolution for captioned images. Some ambiguities in language cannot be resolved without… (More)

Appreciation to IJCV Reviewers of 2016

• Supreeth Achar, Hanno Ackermann, +73 authors Mohamed Daoudi
• International Journal of Computer Vision
• 2016

Supreeth Achar Hanno Ackermann Antonio Agudo N. Ahuja Zeynep Akata Karteek Alahari Paul Aljabar Y. J. Aloimonos Jose Alvarez Alexander Andreopoulos Bjoern Andres Anelia Angelova Stanislaw Antol Relja… (More)

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