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Rahaf Aljundi
Rahaf Aljundi
Researcher at Toyota Motor Europe
Verified email at toyota-europe.com - Homepage
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Cited by
Cited by
Year
A continual learning survey: Defying forgetting in classification tasks
M De Lange, R Aljundi, M Masana, S Parisot, X Jia, A Leonardis, ...
IEEE transactions on pattern analysis and machine intelligence 44 (7), 3366-3385, 2021
16002021
Memory aware synapses: Learning what (not) to forget
R Aljundi, F Babiloni, M Elhoseiny, M Rohrbach, T Tuytelaars
Proceedings of the European conference on computer vision (ECCV), 139-154, 2018
15352018
Gradient based sample selection for online continual learning
R Aljundi, M Lin, B Goujaud, Y Bengio
Advances in neural information processing systems 32, 2019
7692019
Expert gate: Lifelong learning with a network of experts
R Aljundi, P Chakravarty, T Tuytelaars
Proceedings of the IEEE conference on computer vision and pattern …, 2017
6722017
Online continual learning with maximal interfered retrieval
R Aljundi, E Belilovsky, T Tuytelaars, L Charlin, M Caccia, M Lin, ...
Advances in neural information processing systems 32, 2019
5332019
Encoder based lifelong learning
A Rannen, R Aljundi, MB Blaschko, T Tuytelaars
Proceedings of the IEEE international conference on computer vision, 1320-1328, 2017
3682017
Task-free continual learning
R Aljundi, K Kelchtermans, T Tuytelaars
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
3412019
Continual learning: A comparative study on how to defy forgetting in classification tasks
M De Lange, R Aljundi, M Masana, S Parisot, X Jia, A Leonardis, ...
arXiv preprint arXiv:1909.08383 2 (6), 2, 2019
2532019
New insights on reducing abrupt representation change in online continual learning
L Caccia, R Aljundi, N Asadi, T Tuytelaars, J Pineau, E Belilovsky
arXiv preprint arXiv:2104.05025, 2021
1662021
Landmarks-based kernelized subspace alignment for unsupervised domain adaptation
R Aljundi, R Emonet, D Muselet, M Sebban
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
1512015
Selfless sequential learning
R Aljundi, M Rohrbach, T Tuytelaars
arXiv preprint arXiv:1806.05421, 2018
1322018
Seeking similarities over differences: Similarity-based domain alignment for adaptive object detection
F Rezaeianaran, R Shetty, R Aljundi, DO Reino, S Zhang, B Schiele
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
782021
Probing representation forgetting in supervised and unsupervised continual learning
MR Davari, N Asadi, S Mudur, R Aljundi, E Belilovsky
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
692022
Road anomaly detection by partial image reconstruction with segmentation coupling
T Vojir, T Šipka, R Aljundi, N Chumerin, DO Reino, J Matas
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
602021
Online continual learning with no task boundaries
R Aljundi, M Lin, B Goujaud, Y Bengio
arXiv preprint arXiv:1903.08671 3, 2, 2019
462019
Continual learning in neural networks
R Aljundi
arXiv preprint arXiv:1910.02718, 2019
442019
Lightweight unsupervised domain adaptation by convolutional filter reconstruction
R Aljundi, T Tuytelaars
Computer Vision–ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8 …, 2016
372016
A simple baseline that questions the use of pretrained-models in continual learning
P Janson, W Zhang, R Aljundi, M Elhoseiny
arXiv preprint arXiv:2210.04428, 2022
222022
Task-free continual learning. 2019 IEEE
R Aljundi, K Kelchtermans, T Tuytelaars
CVF Conference on Computer Vision and Pattern Recognition (CVPR), 11246-11255, 2019
142019
Transfer Learning for Prostate Cancer Mapping Based on Multicentric MR imaging databases
R Aljundi, J , Lehaire, F Prost-Boucle, O Rouviere, C Lartizien
ICML Workshop on Machine Learning meets Medical Imaging, 2015
132015
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