Agrim Gupta


I am a Research Engineer at Facebook AI Research working on Computer Vision. I completed my Masters from Stanford University. At Stanford I worked in the Stanford Vision Lab headed by Prof. Fei-Fei Li, Computational Vision and Geometry Lab headed by Prof. Silvio Savarese and Stanford Network Analysis Project headed by Prof. Jure Leskovec. I am interested in deep learning and its applications to computer vision.


Publications

Image Generation from Scene Graphs
Justin Johnson, Agrim Gupta, & Li Fei-Fei
CVPR 2018
[arXiv]

Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks
Agrim Gupta, Justin Johnson, Li Fei-Fei, Silvio Savarese, & Alexandre Alahi
CVPR 2018
[arXiv]

Characterizing and Improving Stability in Neural Style Transfer
Agrim Gupta, Justin Johnson, Alexandre Alahi, & Li Fei-Fei
ICCV 2017
[arXiv]


Projects

Pedestrian Attribute Detection using CNN
Agrim Gupta, & Jayanth Ramesh
[pdf] [poster]

Social Recommendation System Leveraging Heterogeneity of Relations in a Social Network
Pulkit Agrawal, Jayanth Ramesh, & Agrim Gupta
[pdf] [poster]

Community Detection based on Music Listening Habits
Agrim Gupta, Karan Rai, & Nehal Bhandari
[pdf]


Research Experience

Research Assistant, SNAP Group
As a research assistant I have been working on adding features to SNAP library (C++). Some of the projects I have worked on are:

  • Temporal Cascade Detection [pdf] [code]
  • Miner Bio Dataset [code]
  • 64-Bit SNAP : Making SNAP 64-bit compliant