| 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 | 1843 | 2021 |
| 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 | 1696 | 2018 |
| Gradient based sample selection for online continual learning R Aljundi, M Lin, B Goujaud, Y Bengio Advances in neural information processing systems 32, 2019 | 844 | 2019 |
| 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 | 720 | 2017 |
| 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 | 569 | 2019 |
| Encoder based lifelong learning A Rannen, R Aljundi, MB Blaschko, T Tuytelaars Proceedings of the IEEE international conference on computer vision, 1320-1328, 2017 | 398 | 2017 |
| Task-free continual learning R Aljundi, K Kelchtermans, T Tuytelaars Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 372 | 2019 |
| 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 | 223 | 2019 |
| 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 | 190 | 2021 |
| 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 | 154 | 2015 |
| Selfless sequential learning R Aljundi, M Rohrbach, T Tuytelaars arXiv preprint arXiv:1806.05421, 2018 | 135 | 2018 |
| 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 | 88 | 2021 |
| 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 | 86 | 2022 |
| 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 | 67 | 2021 |
| Continual learning in neural networks R Aljundi arXiv preprint arXiv:1910.02718, 2019 | 49 | 2019 |
| Online continual learning with no task boundaries R Aljundi, M Lin, B Goujaud, Y Bengio arXiv preprint arXiv:1903.08671 3, 2, 2019 | 47 | 2019 |
| Lightweight unsupervised domain adaptation by convolutional filter reconstruction R Aljundi, T Tuytelaars Computer Vision–ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8 …, 2016 | 38 | 2016 |
| 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 | 29 | 2022 |
| 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 | 26 | 2023 |
| 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 | 23 | 2023 |
Tinne TuytelaarsKU Leuven - PSI, BelgiumVerified email at esat.kuleuven.be
