I'm a sixth-year PhD Student at Brown University advised by Prof. James Tompkin. I did a Masters in computer science from New York University, and my undergrad at the Lahore University of Management Sciences in Pakistan.

My research interests lie in the fields of Computer Vision, Graphics, and Interaction.

Publications

Differentiable Diffusion for Dense Depth Estimation from Multi-view Images
Numair Khan, Min H. Kim, James Tompkin
Computer Vision and Pattern Recognition (CVPR) 2021
[arXiv] [supplemental] [website] [github] [bibtex]

Edge-aware Bidirectional Diffusion for Dense Depth Estimation from Light Fields
Numair Khan, Min H. Kim, James Tompkin
British Machine Vision Conference (BMVC) 2021
[paper] [supplemental] [website] [github] [bibtex]

View-consistent 4D Light Field Depth Estimation
Numair Khan, Min H. Kim, James Tompkin
British Machine Vision Conference (BMVC) 2020
[arXiv] [supplemental] [website] [github] [bibtex]

View-consistent 4D Light Field Superpixel Segmentation
Numair Khan, Qian Zhang, Lucas Kasser, Henry Stone, Min H. Kim, James Tompkin
International Conference on Computer Vision (ICCV) 2019
[paper] [supplemental] [github] [bibtex]

Rethinking the Mini-Map: A Navigational Aid to Support Spatial Learning in Urban Game Environments
Numair Khan, Anis Ur Rahman
International Journal of Human-Computer Interaction 34(12), 2017
[paper] [bibtex]

Data Analysis and Call Prediction on Dyadic Data from an Understudied Population
Mehwish Nasim, Aimal Rextin, Shamaila Hayat, Numair Khan, Mudassar Malik
Pervasive and Mobile Computing, 2017
[doi] [bibtex]

Space Efficient Pointwise Computation of the Distance Transform on GPUs
Numair Khan, Mohamed Zahran
IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW 2017)
[paper] [bibtex]

Understanding Call Logs of Smartphone Users for Making Future Calls
Mehwish Nasim, Aimal Rextin, Numair Khan, Mudassar Malik
International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) 2016
[paper] [bibtex] [doi]

Industry

I interned at the Computational Photography Group at Snap Inc. in Summer 2021

I interned at Samsung Research America in Spring 2021.

Awards & Fellowships

Fulbright Scholarship, 2012-2014

NYU Master's Thesis Research Fellowship, 2013

Teaching

Computational Photography
TA | Fall 2020 | Brown University

Computational Photography
TA | Fall 2018 | Brown University

Interactive Computer Graphics
TA | Spring 2016 | Brown University

Advanced Programming
Instructor | Spring 2016 | National University of Science and Technology Pakistan

Operating Systems
Instructor | Fall 2015 | National University of Science and Technology Pakistan