A continual learning survey: Defying forgetting in classification tasks M De Lange, R Aljundi, M Masana, S Parisot, X Jia, A Leonardis, ... TPAMI, 2021 | 1947* | 2021 |
Continual prototype evolution: Learning online from non-stationary data streams M De Lange, T Tuytelaars ICCV 2021, 2020 | 213 | 2020 |
Avalanche: an end-to-end library for continual learning V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 193 | 2021 |
Rehearsal revealed: The limits and merits of revisiting samples in continual learning E Verwimp*, M De Lange*, T Tuytelaars ICCV 2021, 2021 | 94 | 2021 |
Clad: A realistic continual learning benchmark for autonomous driving E Verwimp, K Yang, S Parisot, L Hong, S McDonagh, E Pérez-Pellitero, ... Neural Networks 161, 659-669, 2023 | 35 | 2023 |
Continual evaluation for lifelong learning: Identifying the stability gap M De Lange, G van de Ven, T Tuytelaars International Conference on Learning Representations (ICLR), 2023 | 33 | 2023 |
Unsupervised Model Personalization while Preserving Privacy and Scalability: An Open Problem M De Lange, X Jia, S Parisot, A Leonardis, G Slabaugh, T Tuytelaars Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 28 | 2020 |
Re-examining distillation for continual object detection E Verwimp, K Yang, S Parisot, H Lanqing, S McDonagh, E Pérez-Pellitero, ... arXiv preprint arXiv:2204.01407, 2022 | 13 | 2022 |
3rd continual learning workshop challenge on egocentric category and instance level object understanding L Pellegrini, C Zhu, F Xiao, Z Yan, A Carta, M De Lange, V Lomonaco, ... arXiv preprint arXiv:2212.06833, 2022 | 7 | 2022 |
Continual learning: a comparative study on how to defy forgetting in classification tasks. CoRR abs/1909.08383 (2019) MD Lange, R Aljundi, M Masana, S Parisot, X Jia, A Leonardis, ... URL: http://arxiv. org/abs/1909.08383, 1909 | 6 | 1909 |
Multiscale video pretraining for long-term activity forecasting R Tan, M De Lange, M Iuzzolino, BA Plummer, K Saenko, K Ridgeway, ... arXiv preprint arXiv:2307.12854, 2023 | 4 | 2023 |
Towards Open-World Gesture Recognition J Shen, M De Lange, X Xu, E Zhou, R Tan, N Suda, M Lazarewicz, ... arXiv preprint arXiv:2401.11144, 2024 | 1 | 2024 |
EgoAdapt: A multi-stream evaluation study of adaptation to real-world egocentric user video M De Lange, H Eghbalzadeh, R Tan, M Iuzzolino, F Meier, K Ridgeway arXiv preprint arXiv:2307.05784, 2023 | 1 | 2023 |
Incremental and adaptive machine learning. M De Lange, T Tuytelaars KU Leuven, 2023 | | 2023 |