Alfarra, Motasem

23 publications

TMLR 2026 Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual Learning Lama Alssum, Hasan Abed Al Kader Hammoud, Motasem Alfarra, Juan C Leon Alcazar, Bernard Ghanem

ICLR 2025 Test-Time Adaptation for Combating Missing Modalities in Egocentric Videos Merey Ramazanova, Alejandro Pardo, Bernard Ghanem, Motasem Alfarra

TMLR 2025 Test-Time Adaptation with Source Based Auxiliary Tasks Motasem Alfarra, Alvaro Correia, Bernard Ghanem, Christos Louizos

CVPRW 2025 Towards Faster and More Compact Foundation Models for Molecular Property Prediction Yasir Ghunaim, Andrés Villa, Gergo Ignacz, Gyorgy Szekely, Motasem Alfarra, Bernard Ghanem

ICLRW 2025 Towards Faster and More Compact Foundation Models for Molecular Property Prediction Yasir M. Ghunaim, Andrés Villa, Gergo Ignacz, Gyorgy Szekely, Motasem Alfarra, Bernard Ghanem

ICML 2024 Evaluation of Test-Time Adaptation Under Computational Time Constraints Motasem Alfarra, Hani Itani, Alejandro Pardo, Shyma Yaser Alhuwaider, Merey Ramazanova, Juan Camilo Perez, Zhipeng Cai, Matthias Müller, Bernard Ghanem

AAAI 2024 SimCS: Simulation for Domain Incremental Online Continual Segmentation Motasem Alfarra, Zhipeng Cai, Adel Bibi, Bernard Ghanem, Matthias Müller

ICML 2024 Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation Yibo Yang, Xiaojie Li, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Adel Bibi, Philip Torr, Bernard Ghanem

TMLR 2023 Generalizability of Adversarial Robustness Under Distribution Shifts Kumail Alhamoud, Hasan Abed Al Kader Hammoud, Motasem Alfarra, Bernard Ghanem

CVPRW 2023 Online Distillation with Continual Learning for Cyclic Domain Shifts Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anaïs Halin, Maxim Henry, Bernard Ghanem, Marc Van Droogenbroeck

CVPR 2023 PIVOT: Prompting for Video Continual Learning Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem

CVPR 2023 Real-Time Evaluation in Online Continual Learning: A New Hope Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H.S. Torr, Bernard Ghanem

CVPRW 2023 Towards Characterizing the Semantic Robustness of Face Recognition Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem

CVPR 2022 3DeformRS: Certifying Spatial Deformations on Point Clouds Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Silvio Giancola, Bernard Ghanem

TMLR 2022 ANCER: Anisotropic Certification via Sample-Wise Volume Maximization Francisco Eiras, Motasem Alfarra, Philip Torr, M. Pawan Kumar, Puneet K. Dokania, Bernard Ghanem, Adel Bibi

NeurIPSW 2022 Certified Robustness in Federated Learning Motasem Alfarra, Juan Camilo Perez, Egor Shulgin, Peter Richtárik, Bernard Ghanem

AAAI 2022 Combating Adversaries with Anti-Adversaries Motasem Alfarra, Juan C. Pérez, Ali K. Thabet, Adel Bibi, Philip H. S. Torr, Bernard Ghanem

UAI 2022 Data Dependent Randomized Smoothing Motasem Alfarra, Adel Bibi, Philip H. S. Torr, Bernard Ghanem

AAAI 2022 DeformRS: Certifying Input Deformations with Randomized Smoothing Motasem Alfarra, Adel Bibi, Naeemullah Khan, Philip H. S. Torr, Bernard Ghanem

ECCV 2022 On the Robustness of Quality Measures for GANs Motasem Alfarra, Juan C. Pérez, Anna Frühstück, Philip H. S. Torr, Peter Wonka, Bernard Ghanem

ICMLW 2021 Combating Adversaries with Anti-Adversaries Motasem Alfarra, Juan Camilo Perez, Ali Thabet, Adel Bibi, Philip Torr, Bernard Ghanem

ICCVW 2021 Enhancing Adversarial Robustness via Test-Time Transformation Ensembling Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez

ECCV 2020 Gabor Layers Enhance Network Robustness Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali Thabet, Bernard Ghanem, Pablo Arbeláez