NCA2021 – Statistically Correlated Multi-task Learning for  Autonomous Driving
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NCA2021 – Statistically Correlated Multi-task Learning for Autonomous Driving

Waseem Abbas, M. Fakhir Khan, Murtaza Taj, and Arif Mahmood Abstract Autonomous driving research is an emerging domain in computer vision and machine learning areas. Most existing methods perform Single Task Learning (STL) from one or more images while Multi-Task Learning (MTL) is more efficient due to the leverage of shared information between different tasks….

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M. Fakhir Khan

M Fakhir Khan was a Research Assistant in Computer Vision Lab (cvlab) at LUMS Syed Babar Ali School of Science and Engineering. Research Interest M. Fakhir Khan received the B.S. degree in Mechatronics and Control Engineering from the University of Engineering and Technology, Lahore, Pakistan, in 2015, and the M.S. degree in Electrical Engineering from…

Waseem Abbas
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Waseem Abbas

Waseem Abbas was a Research Assistant in Computer Vision Lab (cvlab) at LUMS Syed Babar Ali School of Science and Engineering. Research Interest Waseem received BSc degree from the Islamia University of Bahawalpur, Pakistan. He received the M.S. degree in Electrical Engineering from the Lahore University of Management Sciences with a focus on machine learning…