Ahmad Darkhalil

Publications

Improving and Evaluating Hand-Object Interaction Detection
Ahmad Darkhalil, Dima Damen, David Fouhey
Under review, 2026
Webpage / Arxiv

HD-EPIC: A Highly-Detailed Egocentric Video Dataset
Toby Perrett^★, Ahmad Darkhalil^★, Saptarshi Sinha^★, Omar Emara^★, Sam Pollard^★, Kranti Parida^★, Kaiting Liu^★, Prajwal Gatti^★, Siddhant Bansal^★, Kevin Flanagan^★, Jacob Chalk^★, Zhifan Zhu^★, Rhodri Guerrier^★, Fahd Abdelazim^★, Bin Zhu, Davide Moltisanti, Michael Wray, Hazel Doughty, Dima Damen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Webpage / Arxiv

EgoPoints: Advancing point tracking for egocentric videos
Ahmad Darkhalil, Rhodri Guerrier, Adam W. Harley, Dima Damen
IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
Webpage / Arxiv

Epic fields: Marrying 3D geometry and video understanding
Vadim Tschernezki^★, Ahmad Darkhalil^★, Zhifan Zhu^★, David Fouhey, Iro Laina, Diane Larlus, Dima Damen, Andrea Vedaldi
Advances in Neural Information Processing Systems, 2023
Webpage / Arxiv

Epic-kitchens visor benchmark: Video segmentations and object relations
Ahmad Darkhalil, Dandan Shan, Bin Zhu, Jian Ma, Amlan Kar, Richard Higgins, Sanja Fidler, David Fouhey, Dima Damen
Advances in Neural Information Processing Systems, 2022
Webpage / Arxiv

Education

• University of Bristol: PhD in Computer Vision, 2021 - 2026
• University of Bristol: MSc in Robotics, Engineering, 2020 - 2021
• Birzeit University: Bachelor's degree in Computer Systems Engineering, 2012 - 2017

Professional Experience

• University of Bristol: Research Associate, 2025 - Present
• Birzeit University: Teaching and Research Assistant, 2017 - 2020

Teaching Experience

• COMSM0045 Applied Deep Learning, University of Bristol, 2022, 2023.
• EMAT10007 Introduction to Computer Programming, University of Bristol, 2023.
• EMAT20011 Introduction to Data Science, University of Bristol, 2023.