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Rahaf Aljundi
Rahaf Aljundi
Researcher at Toyota Motor Europe
Adresse e-mail validée de toyota-europe.com - Page d'accueil
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Année
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
5762018
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
3072017
A continual learning survey: Defying forgetting in classification tasks
M Delange, R Aljundi, M Masana, S Parisot, X Jia, A Leonardis, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
2652021
Gradient based sample selection for online continual learning
R Aljundi, M Lin, B Goujaud, Y Bengio
Advances in neural information processing systems 32, 2019
2062019
Encoder based lifelong learning
A Rannen, R Aljundi, MB Blaschko, T Tuytelaars
Proceedings of the IEEE International Conference on Computer Vision, 1320-1328, 2017
2062017
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
1592019
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), 2019
1462019
Task-free continual learning
R Aljundi, K Kelchtermans, T Tuytelaars
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1382019
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
1312015
Selfless sequential learning
R Aljundi, M Rohrbach, T Tuytelaars
arXiv preprint arXiv:1806.05421, 2018
772018
Lightweight unsupervised domain adaptation by convolutional filter reconstruction
R Aljundi, T Tuytelaars
European Conference on Computer Vision, 508-515, 2016
322016
Online continual learning with no task boundaries
R Aljundi, M Lin, B Goujaud, Y Bengio
arXiv preprint arXiv:1903.08671, 2019
302019
Continual learning in neural networks
R Aljundi
arXiv preprint arXiv:1910.02718, 2019
182019
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
102015
Who’s that Actor? Automatic Labelling of Actors in TV series starting from IMDB Images
R Aljundi, P Chakravarty, T Tuytelaars
Asian Conference on Computer Vision (ACCV), 2016
92016
Reducing representation drift in online continual learning
L Caccia, R Aljundi, N Asadi, T Tuytelaars, J Pineau, E Belilovsky
arXiv preprint arXiv:2104.05025, 2021
72021
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
72021
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
62021
Exploring the challenges towards lifelong fact learning
M Elhoseiny, F Babiloni, R Aljundi, M Rohrbach, M Paluri, T Tuytelaars
Asian Conference on Computer Vision, 66-84, 2018
62018
Unsupervised domain adaptation based on subspace alignment
B Fernando, R Aljundi, R Emonet, A Habrard, M Sebban, T Tuytelaars
Domain Adaptation in Computer Vision Applications, 81-94, 2017
32017
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