Search Results for author: Yasir Ghunaim

Found 2 papers, 2 papers with code

Online Distillation with Continual Learning for Cyclic Domain Shifts

1 code implementation • 3 Apr 2023 • Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anaïs Halin, Maxim Henry, Bernard Ghanem, Marc Van Droogenbroeck

In this paper, we propose a solution to this issue by leveraging the power of continual learning methods to reduce the impact of domain shifts.

Autonomous Driving Continual Learning

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Real-Time Evaluation in Online Continual Learning: A New Hope

1 code implementation • CVPR 2023 • Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem

We show that a simple baseline outperforms state-of-the-art CL methods under this evaluation, questioning the applicability of existing methods in realistic settings.

Continual Learning

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Code

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