| Class-incremental learning: survey and performance evaluation on image classification M Masana, X Liu, B Twardowski, M Menta, AD Bagdanov, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (5), 5513-5533, 2022 | 1130 | 2022 |
| Semantic drift compensation for class-incremental learning L Yu, B Twardowski, X Liu, L Herranz, K Wang, Y Cheng, S Jui, J Weijer Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 495 | 2020 |
| Orderless recurrent models for multi-label classification VO Yazici, A Gonzalez-Garcia, A Ramisa, B Twardowski, J Weijer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 144 | 2020 |
| Modelling contextual information in session-aware recommender systems with neural networks B Twardowski Proceedings of the 10th ACM Conference on Recommender Systems, 273-276, 2016 | 138 | 2016 |
| Fecam: Exploiting the heterogeneity of class distributions in exemplar-free continual learning D Goswami, Y Liu, B Twardowski, J Van De Weijer Advances in Neural Information Processing Systems 36, 6582-6595, 2023 | 115 | 2023 |
| Reducing label effort: Self-supervised meets active learning JZ Bengar, J van de Weijer, B Twardowski, B Raducanu Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 88 | 2021 |
| Divide and not forget: Ensemble of selectively trained experts in continual learning G Rypeść, S Cygert, V Khan, T Trzciński, B Zieliński, B Twardowski arXiv preprint arXiv:2401.10191, 2024 | 73 | 2024 |
| Magmax: Leveraging model merging for seamless continual learning D Marczak, B Twardowski, T Trzciński, S Cygert European Conference on Computer Vision, 379-395, 2024 | 72 | 2024 |
| Ratt: Recurrent attention to transient tasks for continual image captioning R Del Chiaro, B Twardowski, A Bagdanov, J Van de Weijer Advances in Neural Information Processing Systems 33, 16736-16748, 2020 | 71 | 2020 |
| Multi-agent architecture for real-time big data processing B Twardowski, D Ryzko 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI …, 2014 | 66 | 2014 |
| Continually learning self-supervised representations with projected functional regularization A Gomez-Villa, B Twardowski, L Yu, AD Bagdanov, J Van de Weijer Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 63 | 2022 |
| Icicle: Interpretable class incremental continual learning D Rymarczyk, J Van De Weijer, B Zieliński, B Twardowski Proceedings of the IEEE/CVF international conference on computer vision …, 2023 | 45 | 2023 |
| Resurrecting old classes with new data for exemplar-free continual learning D Goswami, A Soutif-Cormerais, Y Liu, S Kamath, B Twardowski, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 42 | 2024 |
| Adapt your teacher: Improving knowledge distillation for exemplar-free continual learning F Szatkowski, M Pyla, M Przewięźlikowski, S Cygert, B Twardowski, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 31 | 2024 |
| No task left behind: Isotropic model merging with common and task-specific subspaces D Marczak, S Magistri, S Cygert, B Twardowski, AD Bagdanov, ... arXiv preprint arXiv:2502.04959, 2025 | 30 | 2025 |
| IoT and context-aware mobile recommendations using multi-agent systems B Twardowski, D Ryzko 2015 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2015 | 29 | 2015 |
| Exemplar-free continual representation learning via learnable drift compensation A Gomez-Villa, D Goswami, K Wang, AD Bagdanov, B Twardowski, ... European Conference on Computer Vision, 473-490, 2024 | 26 | 2024 |
| Plasticity-optimized complementary networks for unsupervised continual learning A Gomez-Villa, B Twardowski, K Wang, J Van de Weijer Proceedings of the IEEE/CVF winter conference on applications of computer …, 2024 | 25 | 2024 |
| Planckian jitter: countering the color-crippling effects of color jitter on self-supervised training S Zini, A Gomez-Villa, M Buzzelli, B Twardowski, AD Bagdanov, ... arXiv preprint arXiv:2202.07993, 2022 | 24 | 2022 |
| Ar-tta: A simple method for real-world continual test-time adaptation D Sójka, S Cygert, B Twardowski, T Trzciński Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 23 | 2023 |
