| PIVOT: Prompting for Video Continual Learning A Villa, JL Alcázar, M Alfarra, K Alhamoud, J Hurtado, FC Heilbron, A Soto, ... CVPR 2023, 2022 | 54 | 2022 |
| Real-time evaluation in online continual learning: A new hope Y Ghunaim, A Bibi, K Alhamoud, M Alfarra, HA Al Kader Hammoud, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 | 51 | 2023 |
| Data dependent randomized smoothing M Alfarra, A Bibi, PHS Torr, B Ghanem Association for Uncertainty in Artificial Intelligence (UAI 2022), 2022 | 37 | 2022 |
| Combating adversaries with anti-adversaries M Alfarra, JC Pérez, A Thabet, A Bibi, PHS Torr, B Ghanem Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 5992-6000, 2022 | 35 | 2022 |
| Ancer: Anisotropic certification via sample-wise volume maximization M Alfarra, F Eiras, MP Kumar, PHS Torr, PK Dokania, B Ghanem, A Bibi Transactions on Machine Learning Research (TMLR), 2021 | 32* | 2021 |
| Gabor Layers Enhance Network Robustness M Alfarra, JC Pérez, G Jeanneret, A Bibi, A Thabet, B Ghanem, ... European Conference of Computer Vision (ECCV20), 2020 | 30* | 2020 |
| Enhancing adversarial robustness via test-time transformation ensembling JC Pérez, M Alfarra, G Jeanneret, L Rueda, A Thabet, B Ghanem, ... Proceedings of the IEEE/CVF International Conference on Computer Vision, 81-91, 2021 | 29 | 2021 |
| Deformrs: Certifying input deformations with randomized smoothing M Alfarra, A Bibi, N Khan, PHS Torr, B Ghanem Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6001-6009, 2022 | 28 | 2022 |
| On the decision boundaries of neural networks: A tropical geometry perspective M Alfarra, A Bibi, H Hammoud, M Gaafar, B Ghanem IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 2020 | 27 | 2020 |
| Real-time evaluation in online continual learning: A new paradigm Y Ghunaim, A Bibi, K Alhamoud, M Alfarra, HAAK Hammoud, A Prabhu, ... arXiv, 2023 | 19 | 2023 |
| On the decision boundaries of deep neural networks: A tropical geometry perspective M Alfarra, A Bibi, H Hammoud, M Gaafar, B Ghanem ArXiv, 2020 | 19 | 2020 |
| Evaluation of test-time adaptation under computational time constraints M Alfarra, H Itani, A Pardo, S Alhuwaider, M Ramazanova, JC Pérez, ... ICML2024, 2023 | 14* | 2023 |
| On the Robustness of Quality Measures for GANs M Alfarra, JC Pérez, A Frühstück, PHS Torr, P Wonka, B Ghanem European Conference of Computer Vision (ECCV 2022), 2022 | 13 | 2022 |
| 3DeformRS: Certifying Spatial Deformations on Point Clouds M Alfarra, JC Pérez, GS Pérez, S Giancola, B Ghanem Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 13* | 2022 |
| Adaptive Learning of the Optimal Batch Size of SGD M Alfarra, S Hanzely, A Albasyoni, B Ghanem, P Richtarik Workshop on Optimization for Machine Learning, NeurIPS20, 2020 | 11* | 2020 |
| Generalizability of Adversarial Robustness Under Distribution Shifts K Alhamoud, HAAK Hammoud, M Alfarra, B Ghanem Transactions on Machine Learning Research (TMLR), 2022 | 10 | 2022 |
| SimCS: Simulation for Domain Incremental Online Continual Segmentation M Alfarra, Z Cai, A Bibi, B Ghanem, M Müller AAAI 2024, 2024 | 8 | 2024 |
| Certified Robustness in Federated Learning M Alfarra, JC Pérez, E Shulgin, P Richtárik, B Ghanem International Workshop in Federated Learning - NeurIPS, 2022 | 7 | 2022 |
| Online Distillation with Continual Learning for Cyclic Domain Shifts J Houyon, A Cioppa, Y Ghunaim, M Alfarra, A Halin, M Henry, B Ghanem, ... Workshop on Continual Learning - CVPR 2023, 2023 | 5 | 2023 |
| Fedmedicl: Towards holistic evaluation of distribution shifts in federated medical imaging K Alhamoud, Y Ghunaim, M Alfarra, T Hartvigsen, P Torr, B Ghanem, ... International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 4 | 2024 |
Bernard GhanemProfessor, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa