Harsh Agrawal

I am a first year Ph.D student at Georgia Tech advised by Dhruv Batra. I also closely collaborate with Devi Parikh and Alexander Schwing. My research lies at the intersection of computer vision and natural language processing. In my free time, I also help maintain and manage an AI hosting platform called EvalAI (part of CloudCV project) which aims to make AI research more reproducible. Before this, I spent a couple of years as a Research Engineer at Snap Research where I was responsible for building large-scale infrastructure for visual recognition, search and developed algorithms for low-shot instance detection.


News


  • June 2019 We were runner-up in the TextVQA Challenge 2019.

  • May 2019 Interning at Facebook AI Research with the A-STAR Team.

  • Apr 2019 Received the College of Computing CS7001 Research Award

  • Feb 2019 CloudCV selected as a mentoring organization for Google Summer of Code 5th year in a row!

  • Jan 2019 Received the Snap Fellowship!

  • Jan 2019 Spending the Spring semester at UIUC working with Alex Schwing

  • Aug 2018 Starting PhD at Georgia Tech under Dhruv Batra

Publications


nocaps: novel object captioning at scale

Harsh Agrawal*, Karan Desai*, Xinlei Chen, Rishabh Jain, Dhruv Batra, Devi Parikh, Stefan Lee, Peter Anderson

EvalAI: Towards Better Evaluation Systems for AI Agents

Deshraj Yadav, Rishabh Jain, Harsh Agrawal, Prithvijit Chattopadhyay, Taranjeet Singh, Akash Jain, Shiv Baran Singh, Stefan Lee, Dhruv Batra

Fabrik: An Online Collaborative Neural Network Editor

Utsav Garg, Viraj Prabhu, Deshraj Yadav, Ram Ramrakhya, Harsh Agrawal, Dhruv Batra

Sort Story: Sorting Jumbled Images and Captions into Stories

Harsh Agrawal*, Arjun Chandrasekaran*, Dhruv Batra, Devi Parikh, Mohit Bansal

EMNLP 2016

Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?

Abhishek Das*, Harsh Agrawal*, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra

CVIU 2017, EMNLP 2016, ICML 2016 Workshop on Visualization for Deep Learning (Best Student Paper)

Object-Proposal Evaluation Protocol is 'Gameable'

Neelima Chavali*, Harsh Agrawal*, Aroma Mahendru*, Dhruv Batra

CVPR 2016 (Spotlight)

CloudCV: Large Scale Distributed Computer Vision as a Cloud Service

Harsh Agrawal, Clint Solomon Mathialagan, Yash Goyal, Neelima Chavali, Prakriti Banik, Akrit Mohapatra, Ahmed Osman, Dhruv Batra

Book Chapter: Mobile Cloud Visual Media Computing, 265-290

Projects