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Motasem Alfarra
Motasem Alfarra
Qualcomm AI Research
Bestätigte E-Mail-Adresse bei qti.qualcomm.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
65*2023
PIVOT: Prompting for Video Continual Learning
A Villa, JL Alcázar, M Alfarra, K Alhamoud, J Hurtado, FC Heilbron, A Soto, ...
CVPR 2023, 2022
512022
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
452020
Data dependent randomized smoothing
M Alfarra, A Bibi, PHS Torr, B Ghanem
Association for Uncertainty in Artificial Intelligence (UAI 2022), 2022
382022
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
372022
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
31*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
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
272022
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
272021
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
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
122022
Generalizability of Adversarial Robustness Under Distribution Shifts
K Alhamoud, HAAK Hammoud, M Alfarra, B Ghanem
Transactions on Machine Learning Research (TMLR), 2022
112022
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
Evaluation of Test-Time Adaptation Under Computational Time Constraints
M Alfarra, H Itani, A Pardo, M Ramazanova, JC Perez, M Müller, ...
Forty-first International Conference on Machine Learning, 0
11*
SimCS: Simulation for Domain Incremental Online Continual Segmentation
M Alfarra, Z Cai, A Bibi, B Ghanem, M Müller
AAAI 2024, 2024
7*2024
Certified Robustness in Federated Learning
M Alfarra, JC Pérez, E Shulgin, P Richtárik, B Ghanem
International Workshop in Federated Learning - NeurIPS, 2022
72022
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
62023
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
42024
Towards Characterizing the Semantic Robustness of Face Recognition
JC Pérez, M Alfarra, A Thabet, P Arbeláez, B Ghanem
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
42023
Rethinking Clustering for Robustness
M Alfarra, JC Pérez, A Bibi, A Thabet, P Arbeláez, B Ghanem
British Machine Vision Conference (BMVC21), 2021
4*2021
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