Marc Masana
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
On class orderings for incremental learning
M Masana, B Twardowski, J Van de Weijer
arXiv preprint arXiv:2007.02145, 2020
Context proposals for saliency detection
A Azaza, J van de Weijer, A Douik, M Masana
Computer Vision and Image Understanding 174, 1-11, 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
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
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
On-the-fly network pruning for object detection
MM Castrillo, J van de Weijer, AD Bagdanov
International Conference on Learning Representations (ICLR), 2016
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