Abhimanyu Dubey

I am a first-year graduate student at MIT, supervised by Iyad Rahwan. My research interests are in artificial intelligence, deep learning and computational social science. I am supported by an Emerging Worlds Fellowship.

Prior to this, I was a post-baccalaureate fellow in the department of Economics at Harvard University, supervised by Nikhil Naik and Edward Glaeser. I got a master's degree in Computer Science and bachelor's degree in Electrical Engineering at IIT Delhi, where I was supervised by Sumeet Agarwal.


dubeya[at]mit.edu | github | quora | scholar | linkedin

Publications

Training with Confusion for Fine-Grained Visual Classification
Abhimanyu Dubey, Otkrist Gupta, Pei Guo, Ramesh Raskar, Ryan Farrell and Nikhil Naik
Preprint 2017 [pdf]

Modeling Image Virality with Pairwise Spatial Transformer Networks
Abhimanyu Dubey and Sumeet Agarwal
ACM Multimedia Conference (MM), 2017 [pdf]

Deep Learning the City: Quantifying Global Urban Perception
Abhimanyu Dubey, Nikhil Naik, Devi Parikh, Ramesh Raskar and Cesar Hidalgo
European Conference on Computer Vision (ECCV), 2016 [pdf | website]

Examining Representational Similarity in ConvNets and the Primate Visual Cortex
Abhimanyu Dubey, Jayadeva and Sumeet Agarwal
European Conference on Computer Vision (ECCV) Workshops, 2016 (Spotlight) [pdf]

Deep Convolutional Networks for Modeling Image Virality
Abhimanyu Dubey and Sumeet Agarwal
European Conference on Computer Vision (ECCV) Workshops, 2016
Indian Workshop on Machine Learning (iWML), 2016 (Oral) [pdf]

Coreset-Based Adaptive Tracking
Abhimanyu Dubey, Nikhil Naik, Dan Raviv, Rahul Sukthankar and Ramesh Raskar
Preprint 2015 [pdf]
(c) 2017 Abhimanyu Dubey