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 | 1833* | 2021 |
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 | 561 | 2022 |
Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting X Liu, M Masana, L Herranz, J Van de Weijer, AM Lopez, AD Bagdanov International Conference on Pattern Recognition (ICPR), 2018 | 266 | 2018 |
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 | 181 | 2021 |
LIUM-CVC submissions for WMT17 multimodal translation task O Caglayan, W Aransa, A Bardet, M García-Martínez, F Bougares, ... arXiv preprint arXiv:1707.04481, 2017 | 111 | 2017 |
Metric Learning for Novelty and Anomaly Detection M Masana, I Ruiz, J Serrat, J van de Weijer, AM Lopez British Machine Vision Conference (BMVC), 2018 | 108 | 2018 |
Does multimodality help human and machine for translation and image captioning? O Caglayan, W Aransa, Y Wang, M Masana, M García-Martínez, ... arXiv preprint arXiv:1605.09186, 2016 | 91 | 2016 |
Domain-adaptive deep network compression M Masana, J van de Weijer, L Herranz, AD Bagdanov, J MAlvarez The IEEE International Conference on Computer Vision (ICCV), 2017 | 75 | 2017 |
Ternary Feature Masks: zero-forgetting for task-incremental learning M Masana, T Tuytelaars, J van de Weijer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 62* | 2020 |
An efficient domain-incremental learning approach to drive in all weather conditions MJ Mirza, M Masana, H Possegger, H Bischof Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 59 | 2022 |
Polyp detection benchmark in colonoscopy videos using gtcreator: A novel fully configurable tool for easy and fast annotation of image databases JJ Bernal, A Histace, M Masana, Q Angermann, C Sánchez-Montes, ... Proceedings of 32nd CARS conference, 2018 | 58 | 2018 |
GTCreator: a flexible annotation tool for image-based datasets J Bernal, A Histace, M Masana, Q Angermann, C Sánchez-Montes, ... International journal of computer assisted radiology and surgery 14 (2), 191-201, 2019 | 38 | 2019 |
LIUM-CVC submissions for WMT18 multimodal translation task O Caglayan, A Bardet, F Bougares, L Barrault, K Wang, M Masana, ... arXiv preprint arXiv:1809.00151, 2018 | 20 | 2018 |
On class orderings for incremental learning M Masana, B Twardowski, J Van de Weijer arXiv preprint arXiv:2007.02145, 2020 | 17 | 2020 |
On the importance of cross-task features for class-incremental learning A Soutif-Cormerais, M Masana, J Van de Weijer, B Twardowski arXiv preprint arXiv:2106.11930 1, 2021 | 16* | 2021 |
Context proposals for saliency detection A Azaza, J van de Weijer, A Douik, M Masana Computer Vision and Image Understanding 174, 1-11, 2018 | 16 | 2018 |
Automated mitral valve vortex ring extraction from 4D‐flow MRI C Kräuter, U Reiter, C Reiter, V Nizhnikava, M Masana, A Schmidt, ... Magnetic Resonance in Medicine 84 (6), 3396-3408, 2020 | 11 | 2020 |
Automated vortical blood flow-based estimation of mean pulmonary arterial pressure from 4D flow MRI C Kräuter, U Reiter, G Kovacs, C Reiter, M Masana, H Olschewski, ... Magnetic Resonance Imaging 88, 132-141, 2022 | 6 | 2022 |
Hierarchical part detection with deep neural networks E Cervantes, LL Yu, AD Bagdanov, M Masana, J Van De Weijer 2016 IEEE International Conference on Image Processing (ICIP), 1933-1937, 2016 | 5 | 2016 |
On-the-fly network pruning for object detection MM Castrillo, J van de Weijer, AD Bagdanov International Conference on Learning Representations (ICLR), 2016 | 4* | 2016 |