Следене
Rahaf Aljundi
Rahaf Aljundi
Researcher at Toyota Motor Europe
Потвърден имейл адрес: toyota-europe.com - Начална страница
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Позовавания
Позовавания
Година
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
20022021
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
18022018
Gradient based sample selection for online continual learning
R Aljundi, M Lin, B Goujaud, Y Bengio
Advances in neural information processing systems 32, 2019
9152019
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
7632017
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
6072019
Encoder based lifelong learning
A Rannen, R Aljundi, MB Blaschko, T Tuytelaars
Proceedings of the IEEE international conference on computer vision, 1320-1328, 2017
4172017
Task-free continual learning
R Aljundi, K Kelchtermans, T Tuytelaars
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
4002019
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
2292019
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
2142021
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
1542015
Selfless sequential learning
R Aljundi, M Rohrbach, T Tuytelaars
arXiv preprint arXiv:1806.05421, 2018
1402018
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
982021
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
902022
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
732021
Continual learning in neural networks
R Aljundi
arXiv preprint arXiv:1910.02718, 2019
542019
Online continual learning with no task boundaries
R Aljundi, M Lin, B Goujaud, Y Bengio
arXiv preprint arXiv:1903.08671 3, 2, 2019
482019
Lightweight unsupervised domain adaptation by convolutional filter reconstruction
R Aljundi, T Tuytelaars
Computer Vision–ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8 …, 2016
392016
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
382022
First session adaptation: A strong replay-free baseline for class-incremental learning
A Panos, Y Kobe, DO Reino, R Aljundi, RE Turner
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
372023
Prototype-sample relation distillation: towards replay-free continual learning
N Asadi, MR Davari, S Mudur, R Aljundi, E Belilovsky
International Conference on Machine Learning, 1093-1106, 2023
312023
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