Contact Details

Role: Junior Research Fellow

Email: naeemullah.khan@eng.ox.ac.uk

Photograph of Dr Naeemullah Khan

Biography

I am a Postdoctoral Research Scientist at Torr Vision Group at University of Oxford and a Junior Research Fellow and Lady Margaret Hall. The focus to my research is to develop smart descriptor for machine learning applications in computer vision.

Research Interests

My research interests include:

  • Invariant/covariant descriptor design in machine learning
  • Continual Learning
  • Malicious user detection in social networks
  • Network compression for hand-held devices

Teaching

I have conducted “Game Programming with C++” and “Artificial Intelligence and Machine Learning with Python” course-work modules at department of Engineering. I have also conducted summer school on “Artificial Intelligence and Machine Learning” at Lady Margaret Hall.

Selected Publications

Arslan Chaudary, Naeemullah Khan, Puneet K. Dokania, Philip H. S. Torr, “Continual Learning in Low-rank Orthogonal Subspaces” Neurips 2020

Naeemullah Khan, Ganesh Sundaramoorthi, “Learned Shape-Tailored Descriptors for Segmentation" CVPR 2018.

Naeemullah Khan, Byung-Woo Hong, Anthony Yezzi, Ganesh Sundaramoorthi, “Coarse-to-Fine Segmentation with Shape-Tailored Scale Spaces" CVPR 2017.

Naeemullah Khan, Marei Algarni, Anthony Yezzi, Ganesh Sundaramoorthi, “Shape-Tailored Local Descriptors and their Application to Segmentation and Tracking” CVPR 2015.