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Motasem Alfarra
Motasem Alfarra
PhD Candidate at KAUST
在 kaust.edu.sa 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Real-time evaluation in online continual learning: A new hope
Y Ghunaim, A Bibi, K Alhamoud, M Alfarra, HAAK Hammoud, A Prabhu, ...
CVPR 2023, 2023
38*2023
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
362020
PIVOT: Prompting for Video Continual Learning
A Villa, JL Alcázar, M Alfarra, K Alhamoud, J Hurtado, FC Heilbron, A Soto, ...
CVPR 2023, 2022
292022
Data dependent randomized smoothing
M Alfarra, A Bibi, PHS Torr, B Ghanem
Association for Uncertainty in Artificial Intelligence (UAI 2022), 2022
282022
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
27*2021
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
242021
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
232022
Gabor Layers Enhance Network Robustness
M Alfarra, JC Pérez, G Jeanneret, A Bibi, A Thabet, B Ghanem, ...
European Conference of Computer Vision (ECCV20), 2020
23*2020
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
212022
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
12*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
10*2020
Revisiting test time adaptation under online evaluation
M Alfarra, H Itani, A Pardo, S Alhuwaider, M Ramazanova, JC Pérez, ...
ICML 2024, 2023
72023
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
72022
SimCS: Simulation for Domain Incremental Online Continual Segmentation
M Alfarra, Z Cai, A Bibi, B Ghanem, M Müller
AAAI 2024, 2024
6*2024
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
52023
Generalizability of Adversarial Robustness Under Distribution Shifts
K Alhamoud, HAAK Hammoud, M Alfarra, B Ghanem
Transactions on Machine Learning Research (TMLR), 2022
52022
Certified Robustness in Federated Learning
M Alfarra, JC Pérez, E Shulgin, P Richtárik, B Ghanem
International Workshop in Federated Learning - NeurIPS, 2022
42022
Applications of Tropical Geometry in Deep Neural Networks
M Alfarra
42020
Rethinking Clustering for Robustness
M Alfarra, JC Pérez, A Bibi, A Thabet, P Arbeláez, B Ghanem
British Machine Vision Conference (BMVC21), 2021
3*2021
Multi-relay selection in energy-harvesting cooperative wireless networks: game-theoretic modeling and analysis
MW Baidas, E Alsusa, M Alfarra, M Al-Mubarak
Telecommunication Systems 73, 289-311, 2020
32020
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