Rahaf Aljundi
Rahaf Aljundi
Researcher at Toyota Motor Europe
Verified email at toyota-europe.com - Homepage
Title
Cited by
Cited by
Year
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
3382018
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
1982017
Encoder based lifelong learning
A Rannen, R Aljundi, MB Blaschko, T Tuytelaars
Proceedings of the IEEE International Conference on Computer Vision, 1320-1328, 2017
1432017
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
1202015
Gradient based sample selection for online continual learning
R Aljundi, M Lin, B Goujaud, Y Bengio
arXiv preprint arXiv:1903.08671, 2019
942019
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
912019
Task-free continual learning
R Aljundi, K Kelchtermans, T Tuytelaars
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
802019
Online continual learning with maximally interfered retrieval
R Aljundi, L Caccia, E Belilovsky, M Caccia, M Lin, L Charlin, T Tuytelaars
arXiv preprint arXiv:1908.04742, 2019
782019
Selfless sequential learning
R Aljundi, M Rohrbach, T Tuytelaars
arXiv preprint arXiv:1806.05421, 2018
442018
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
422021
Lightweight unsupervised domain adaptation by convolutional filter reconstruction
R Aljundi, T Tuytelaars
European Conference on Computer Vision, 508-515, 2016
262016
Online continual learning with no task boundaries
R Aljundi, M Lin, B Goujaud, Y Bengio
arXiv preprint arXiv:1903.08671, 2019
222019
Continual learning in neural networks
R Aljundi
arXiv preprint arXiv:1910.02718, 2019
102019
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
82015
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
72016
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
Encoder Based Lifelong Learning.
AR Triki, R Aljundi, MB Blaschko, T Tuytelaars
ICCV, 1329-1337, 2017
42017
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
Reducing Representation Drift in Online Continual Learning
L Caccia, R Aljundi, T Tuytelaars, J Pineau, E Belilovsky
arXiv preprint arXiv:2104.05025, 2021
12021
Identifying Wrongly Predicted Samples: A Method for Active Learning
R Aljundi, N Chumerin, DO Reino
arXiv preprint arXiv:2010.06890, 2020
2020
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