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

Regularizing Prediction Entropy Enhances Deep Learning with Limited Data
Abhimanyu Dubey, Otkrist Gupta, Ramesh Raskar, Iyad Rahwan and Nikhil Naik
Workshop on Learning with Limited Data
Neural Information Processing Systems (NIPS), 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