Author pages are created from data sourced from our academic publisher partnerships and public sources.
- Publications
- Influence
VQA: Visual Question Answering
- Aishwarya Agrawal, Jiasen Lu, +4 authors Dhruv Batra
- Computer Science
- IEEE International Conference on Computer Vision…
- 3 May 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… Expand
VQA: Visual Question Answering
- Stanislaw Antol, Aishwarya Agrawal, +4 authors D. Parikh
- Computer Science
- ICCV
- 7 December 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… Expand
Zero-Shot Learning via Visual Abstraction
- Stanislaw Antol, C. L. Zitnick, D. Parikh
- Computer Science
- ECCV
- 6 September 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… Expand
We are Humor Beings: Understanding and Predicting Visual Humor
- Arjun Chandrasekaran, Ashwin K. Vijayakumar, +4 authors D. Parikh
- Computer Science
- IEEE Conference on Computer Vision and Pattern…
- 14 December 2015
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… Expand
Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes
- G. Christie, A. Laddha, +4 authors D. Batra
- Computer Science
- EMNLP
- 7 April 2016
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… Expand
Measuring Machine Intelligence Through Visual Question Answering
- C. L. Zitnick, Aishwarya Agrawal, Stanislaw Antol, Margaret Mitchell, Dhruv Batra, D. Parikh
- Computer Science
- AI Mag.
- 13 April 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… Expand
Resolving vision and language ambiguities together: Joint segmentation & prepositional attachment resolution in captioned scenes
- G. Christie, Ankit P Laddha, +4 authors Dhruv Batra
- Computer Science
- Comput. Vis. Image Underst.
- 1 October 2017
Abstract We present an approach to simultaneously perform semantic segmentation and prepositional phrase attachment resolution for captioned images. Some ambiguities in language cannot be resolved… Expand
A New Approach for Measuring Terrain Profiles
- Stanislaw Antol, Kunjin Ryu, Tomonari Furukawa
- Engineering
- 4 August 2013
This paper presents a new approach for measuring terrain profiles. The proposed approach uses RGB-D sensors to measure terrain surface relative to the vehicle. Since the RGB-D sensor is an area… Expand
Grid-Based Scan-to-Map Matching for Accurate Simultaneous Localization and Mapping: Theory and Preliminary Numerical Study
- Kunjin Ryu, T. Furukawa, Stanislaw Antol, G. Dissanayake
- Computer Science
- 4 August 2013
This paper presents a grid-based scan-to-map matching technique for accurate simultaneous localization and mapping (SLAM). At every acquisition of a new scan, the proposed technique estimates the… Expand