Publications

Motasem Alfarra, Zhipeng Cai, Adel Bibi, Bernard Ghanem, Matthias Müller (2023). SimCS: Simulation for Domain Incremental Online Continual Segmentation. In AAAI'24.

PDF Cite Poster Slides

Kumail Alhamoud, Hasan Abed Al Kader Hammoud, Motasem Alfarra, Bernard Ghanem (2023). Generalizability of Adversarial Robustness Under Distribution Shifts. In TMLR [Featured].

PDF Cite

Motasem Alfarra, Hani Itani, Alejandro Pardo, Shyma Alhuwaider, Merey Ramazanova, Juan C. Pérez, Zhipeng Cai, Matthias Müller, Bernard Ghanem (2023). Revisiting Test Time Adaptation under Online Evaluation. In arxiv.

PDF Cite Code

Juan C. Pérez, Motasem Alfarra, Ali Thabet, Pablo Arbeláez, Bernard Ghanem (2023). Towards Assessing and Characterizing the Semantic Robustness of Face Recognition. In CVPRW'23.

PDF Cite

Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anais Halin, Maxim Henry, Bernard Ghanem, Marc Van Droogenbroeck (2023). Online Distillation with Continual Learning for Cyclic Domain Shifts. In CVPRW'23.

PDF Cite Code

Andrés Villa, Juan León Alcázer, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem (2023). PIVOT: Prompting for Video Continual Learning. In CVPR'23.

PDF Cite

Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem (2023). Real-Time Evaluation in Online Continual Learning: A New Hope. In CVPR'23.

PDF Cite Code Poster

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

PDF Cite Code Project

Motasem Alfarra, Juan C. Pérez, Anna Frühstück, Philip H. S. Torr, Peter Wonka, Bernard Ghanem (2022). On the Robustness of Quality Measures for GANs. In ECCV'22.

PDF Cite Code Poster Slides

Motasem Alfarra, Juan C. Pérez, Egor Shulgin, Peter Richtàrik, Bernard Ghanem (2022). Certified Robustness in Federated Learning. In NeurIPSW'22.

PDF Cite Code Poster

Motasem Alfarra, Adel Bibi, Philip H. S. Torr, Bernard Ghanem (2022). Data Dependent Randomized Smoothing. In UAI'22.

PDF Cite Code Poster Video

Motasem Alfarra, Gabriel Pérez, Juan C. Pérez, Silvio Giancola, Bernard Ghanem (2022). 3DeformRS: Certifying Spatial Deformations on Point Clouds. In CVPR'22.

PDF Cite Code Poster Slides Video

Motasem Alfarra, Adel Bibi, Naeemullah Khan, Philip H. S. Torr, Bernard Ghanem (2022). DeformRS: Certifying Input Deformations with Randomized Smoothing. In AAAI'22 [oral].

PDF Cite Code Poster Slides

Motasem Alfarra, Juan C. Pérez, Ali Thabet, Adel Bibi, Philip H. S. Torr, Bernard Ghanem (2022). Combating Adversaries with Anti-Adversaries. In AAAI'22.

PDF Cite Code Poster Slides

Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali Thabet, Pablo Arbeláez, Bernard Ghanem (2021). Rethinking Clustering for Robustness. In BMVC'21.

PDF Cite Code Slides

Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali Thabet, Bernard Ghanem, Pablo Arbeláez (2021). Enhancing Adversarial Robustness via Test-time Transformation Ensembling. In ICCVW'21.

PDF Cite Poster

Motasem Alfarra, Juan C. Pérez, Guillaume Jeanneret, Adel Bibi, Ali Thabet, Bernard Ghanem, Pablo Arbeláez (2020). Gabor Layers Enhance Network Robustness. In ECCV'20.

PDF Cite Code Slides

Motasem Alfarra, Adel Bibi, Hasan Hammoud, Mohamed Gaafar, Bernard Ghanem (2020). On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective. In TPAMI.

PDF Cite

Motasem Alfarra, Slavomir Hanzely, Alyazeed Albasyoni, Bernard Ghanem, Peter Richtàrik (2020). Adaptive Learning of the Optimal Batch Size of SGD. In NeurIPSW'20.

PDF Cite Poster