Rahaf Aljundi
Rahaf Aljundi
PhD researcher KU Leuven
Verified email at esat.kuleuven.be - Homepage
TitleCited byYear
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
912015
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
902018
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
742017
Encoder based lifelong learning
A Rannen, R Aljundi, MB Blaschko, T Tuytelaars
Proceedings of the IEEE International Conference on Computer Vision, 1320-1328, 2017
612017
Lightweight unsupervised domain adaptation by convolutional filter reconstruction
R Aljundi, T Tuytelaars
European Conference on Computer Vision, 508-515, 2016
162016
Task-free continual learning
R Aljundi, K Kelchtermans, T Tuytelaars
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
92019
Selfless sequential learning
R Aljundi, M Rohrbach, T Tuytelaars
arXiv preprint arXiv:1806.05421, 2018
92018
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
72015
Online continual learning with no task boundaries
R Aljundi, M Lin, B Goujaud, Y Bengio
arXiv preprint arXiv:1903.08671, 2019
62019
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, 11849-11860, 2019
22019
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
22018
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
22017
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
22016
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, 2019
12019
Gradient based sample selection for online continual learning
R Aljundi, M Lin, B Goujaud, Y Bengio
Advances in Neural Information Processing Systems, 11816-11825, 2019
12019
Continual Learning in Neural Networks
R Aljundi
arXiv preprint arXiv:1910.02718, 2019
2019
Task-Free Continual Learning Supplementary Materials
R Aljundi, K Kelchtermans, T Tuytelaars
Encoder Based Lifelong Learning-Supplementary materials
A Rannen, R Aljundi, MBBT Tuytelaars
Continual Learning with Hebbian Synapses
R Aljundi, T Tuytelaars
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Articles 1–19