CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection. - Karim Guirguis; Ahmed Hendawy; George Eskandar; Mohamed Abdelsamad; Matthias Kayser; Jürgen Beyerer (CVPR Workshops, 2022)

Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors. - Karim Guirguis; Mohamed Abdelsamad; George Eskandar; Ahmed Hendawy; Matthias Kayser; Bin Yang 009; Juergen Beyerer (WACV, 2023)

Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts. - Ahmed Hendawy; Jan Peters 001; Carlo D'Eramo (ICLR, 2024)

Machine Learning with Physics Knowledge for Prediction: A Survey. - Joe Watson; Chen Song; Oliver Weeger; Theo Gruner; An Thai Le 001; Kay Hansel; Ahmed Hendawy; Oleg Arenz; Will Trojak; Miles D. Cranmer; Carlo D'Eramo; Fabian Bülow; et al. (Trans. Mach. Learn. Res., 2025)