Motasem Alfarra

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 38

Top Topics

Rademacher Complexity

Architectural Scenes

Top Venues

Trans. Mach. Learn. Res.

Publications

Merey Ramazanova, Alejandro Pardo, Bernard Ghanem, Motasem Alfarra
Combating Missing Modalities in Egocentric Videos at Test Time. CoRR (2024)
Motasem Alfarra, Zhipeng Cai, Adel Bibi, Bernard Ghanem, Matthias Müller
SimCS: Simulation for Domain Incremental Online Continual Segmentation. AAAI (2024)
Yibo Yang, Xiaojie Li, Motasem Alfarra, Hasan Hammoud, Adel Bibi, Philip H. S. Torr, Bernard Ghanem
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation. CoRR (2024)
Kumail Alhamoud, Yasir Ghunaim, Motasem Alfarra, Thomas Hartvigsen, Philip Torr, Bernard Ghanem, Adel Bibi, Marzyeh Ghassemi
FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging. CoRR (2024)
Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anaïs Halin, Maxim Henry, Bernard Ghanem, Marc Van Droogenbroeck
Online Distillation with Continual Learning for Cyclic Domain Shifts. CoRR (2023)
Kumail Alhamoud, Hasan Abed Al Kader Hammoud, Motasem Alfarra, Bernard Ghanem
Generalizability of Adversarial Robustness Under Distribution Shifts. Trans. Mach. Learn. Res. 2023 (2023)
Motasem Alfarra, Hani Itani, Alejandro Pardo, Shyma Alhuwaider, Merey Ramazanova, Juan C. Pérez, Zhipeng Cai, Matthias Müller, Bernard Ghanem
Revisiting Test Time Adaptation under Online Evaluation. CoRR (2023)
Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem
Towards Characterizing the Semantic Robustness of Face Recognition. CVPR Workshops (2023)
Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem
Real-Time Evaluation in Online Continual Learning: A New Hope. CVPR (2023)
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
PIVOT: Prompting for Video Continual Learning. CVPR (2023)
Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem
Real-Time Evaluation in Online Continual Learning: A New Paradigm. CoRR (2023)
Motasem Alfarra, Adel Bibi, Hasan Hammoud, Mohamed Gaafar, Bernard Ghanem
On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anaïs Halin, Maxim Henry, Bernard Ghanem, Marc Van Droogenbroeck
Online Distillation with Continual Learning for Cyclic Domain Shifts. CVPR Workshops (2023)
Motasem Alfarra, Juan C. Pérez, Ali K. Thabet, Adel Bibi, Philip H. S. Torr, Bernard Ghanem
Combating Adversaries with Anti-adversaries. AAAI (2022)
Motasem Alfarra, Adel Bibi, Philip H. S. Torr, Bernard Ghanem
Data dependent randomized smoothing. UAI (2022)
Motasem Alfarra, Juan C. Pérez, Anna Frühstück, Philip H. S. Torr, Peter Wonka, Bernard Ghanem
On the Robustness of Quality Measures for GANs. CoRR (2022)
Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem
Towards Assessing and Characterizing the Semantic Robustness of Face Recognition. CoRR (2022)
Motasem Alfarra, Juan C. Pérez, Egor Shulgin, Peter Richtárik, Bernard Ghanem
Certified Robustness in Federated Learning. CoRR (2022)
Motasem Alfarra, Zhipeng Cai, Adel Bibi, Bernard Ghanem, Matthias Müller
SimCS: Simulation for Online Domain-Incremental Continual Segmentation. CoRR (2022)
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
PIVOT: Prompting for Video Continual Learning. CoRR (2022)
Francisco Eiras, Motasem Alfarra, Philip H. S. Torr, M. Pawan Kumar, Puneet K. Dokania, Bernard Ghanem, Adel Bibi
ANCER: Anisotropic Certification via Sample-wise Volume Maximization. Trans. Mach. Learn. Res. 2022 (2022)
Kumail Alhamoud, Hasan Abed Al Kader Hammoud, Motasem Alfarra, Bernard Ghanem
Generalizability of Adversarial Robustness Under Distribution Shifts. CoRR (2022)
Motasem Alfarra, Adel Bibi, Naeemullah Khan, Philip H. S. Torr, Bernard Ghanem
DeformRS: Certifying Input Deformations with Randomized Smoothing. AAAI (2022)
Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Silvio Giancola, Bernard Ghanem
3DeformRS: Certifying Spatial Deformations on Point Clouds. CVPR (2022)
Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Silvio Giancola, Bernard Ghanem
3DeformRS: Certifying Spatial Deformations on Point Clouds. CoRR (2022)
Motasem Alfarra, Juan C. Pérez, Anna Frühstück, Philip H. S. Torr, Peter Wonka, Bernard Ghanem
On the Robustness of Quality Measures for GANs. ECCV (17) (2022)
Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali K. Thabet, Pablo Arbelaez, Bernard Ghanem
Rethinking Clustering for Robustness. BMVC (2021)
Motasem Alfarra, Juan C. Pérez, Ali K. Thabet, Adel Bibi, Philip H. S. Torr, Bernard Ghanem
Combating Adversaries with Anti-Adversaries. CoRR (2021)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Enhancing Adversarial Robustness via Test-time Transformation Ensembling. CoRR (2021)
Francisco Eiras, Motasem Alfarra, M. Pawan Kumar, Philip H. S. Torr, Puneet K. Dokania, Bernard Ghanem, Adel Bibi
ANCER: Anisotropic Certification via Sample-wise Volume Maximization. CoRR (2021)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Enhancing Adversarial Robustness via Test-time Transformation Ensembling. ICCVW (2021)
Motasem Alfarra, Adel Bibi, Naeemullah Khan, Philip H. S. Torr, Bernard Ghanem
DeformRS: Certifying Input Deformations with Randomized Smoothing. CoRR (2021)
Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem
ClusTR: Clustering Training for Robustness. CoRR (2020)
Motasem Alfarra, Adel Bibi, Hasan Hammoud, Mohamed Gaafar, Bernard Ghanem
On the Decision Boundaries of Deep Neural Networks: A Tropical Geometry Perspective. CoRR (2020)
Motasem Alfarra, Adel Bibi, Philip H. S. Torr, Bernard Ghanem
Data Dependent Randomized Smoothing. CoRR (2020)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Gabor Layers Enhance Network Robustness. ECCV (9) (2020)
Motasem Alfarra, Slavomír Hanzely, Alyazeed Albasyoni, Bernard Ghanem, Peter Richtárik
Adaptive Learning of the Optimal Mini-Batch Size of SGD. CoRR (2020)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Robust Gabor Networks. CoRR (2019)