I am a Visiting Scholar at Georgia Tech, advised by Prof. Devi Parikh and Prof. Dhruv Batra. My current research focuses on building multi-modal embodied agents which can effectively navigate in a photo-realistic environment using visual and language cues.
I completed my Bachelors and Masters in Electronics and Communication Engineering (ECE) in 2019 at IIIT Hyderabad, where I pursued research in long-term visual object tracking with Prof. Vineet Gandhi. My Masters thesis is available here.
During my Masters, I also spent two wonderful semesters at UC San Diego and Stanford University in 2018. I worked with Prof. Sicun Gao at UC San Diego on sample efficient Reinforcement Learning algorithms for Atari games. At Stanford, I collaborated with Prof. Noah Goodman on recognizing and rating puns with a novel probabilistic model.
|Nov 2020||ConCAT accepted to the NeurIPS 2020 Self-Supervised Learning Workshop.|
|Oct 2020||Preprint out on arXiv: Contrast and Classify: Alternate Training for Robust VQA|
|Jan 2020||Joined Georgia Tech as a Research Scholar working with Prof. Devi Parikh and Prof. Dhruv Batra!|
|Dec 2019||Exploring 3Rs of Long-term Tracking accepted to WACV 2020.|
|Oct 2019||Graduated with Dual Degree (Bachelors + Masters) from IIIT Hyderabad!|
|Sep 2019||Defended my MS thesis on "Extending Visual Object Tracking for Long Time Horizons" (pdf).|
|Dec 2018||Oral presentation of Long-term Tracking Benchmark at ACCV 2018.|
|Oct 2018||Attended the first PyTorch Developer Conference (PTDC-2018) in San Francisco!|
|Aug 2018||Collaborating with Prof. Noah Goodman at Stanford University on probabilistic modelling of puns.|
|May 2018||Joined AI lab at UC San Diego as a Visiting Scholar with Prof. Sicun Gao!|
|Nov 2017||My project on Humor Generation got featured in a TED article!|
Contrast and Classify: Alternate Training for Robust VQA
Yash Kant, Abhinav Moudgil, Dhruv Batra, Devi Parikh, Harsh Agrawal
NeurIPS Self-Supervised Learning Workshop 2020
Exploring 3Rs of Long-term Tracking: Re-detection, Recovery and Reliability
Shyamgopal Karthik, Abhinav Moudgil, Vineet Gandhi
Long-Term Visual Object Tracking Benchmark
Abhinav Moudgil, Vineet Gandhi
ACCV 2018 (Oral Presentation)