About me

I am a Research Scientist at PRIOR, the Computer Vision team at the Allen Institute for Artificial Intelligence. I received my PhD from UIUC where I was advised by Prof. Derek Hoiem and closely collaborated with Prof. Alex Schwing. Before that, I studied Electrical Engineering at IIT Kanpur and began vision and learning research with Prof. Aditya K. Jagannatham.

What’s new?

May 2021 Recognized as an "Outstanding Reviewer" for CVPR 2021!
May 2021 Striving towards General Purpose Vision! Checkout the GPV-1 demo.
May 2021 Create learning curves to analyze deep classifiers using our ICML 2021 work.
April 2021 The VidSitu dataset and the VidSRL challenge at CVPR 2021 are now live.
Aug 2020Contrastive learning approach to weakly supervised phrase grounding presented at ECCV 2020.
Aug 2020 Recognized as an "Outstanding Reviewer" for ECCV 2020!
July 2020Joined PRIOR @ AI2 as a Research Scientist.
May 2020 Defended my thesis! Thesis & Slides
Sept 2019 Lecture material for guest lecture at CS 598RK: HCI for ML (Fall 2019).
Sept 2019 Code and data released for ICCV 2019 papers:
- ViCo: Word Embeddings from Visual Co-occurrences
- No-Frills Human-Object Interaction Detection

Research Interests


My research focuses on general-purpose learning systems for vision and language. Unlike special-purpose systems that are designed and trained to handle a predefined set of tasks, general-purpose systems are expected to learn any task within a broad domain specified only through input/output modalities without any change to the network architecture. In addition, the sytem must be able to transfer concepts across skills (e.g. learn to detect peacocks by learning to answer questions about peacocks), and learn new skills and concepts efficiently. You may play with our GPV-1 system here.


Education

Ph.D. (CS)B. Tech. (EE)
UIUCIIT Kanpur
2014-20202010-2014

Research Internships

NvidiaAI2
Santa Clara | 2019Seattle | 2017
A9.comCornell
Palo Alto | 2015Ithaca | 2013

Teaching

Professional services

  • Served as a reviewer for TPAMI, CVPR, ICCV, ECCV, and NeurIPS since 2016
  • Recognized as an Outstanding Reviewer for ECCV 2020 and CVPR 2021