Marc Masana

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 34

Top Topics

Incremental Learning

Saliency Detection

Metric Learning

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao, Fangfang Xia, Marc Masana, Benedikt Tscheschner, Eduardo Veas, Yuxiang Zheng, Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang, Vincenzo Lomonaco, Gido M. van de Ven
Continual Learning in the Presence of Repetition. CoRR (2024)
Stefan Leitner, Muhammad Jehanzeb Mirza, Wei Lin, Jakub Micorek, Marc Masana, Mateusz Kozinski, Horst Possegger, Horst Bischof
Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions. CoRR (2023)
Stefan Leitner, Muhammad Jehanzeb Mirza, Wei Lin, Jakub Micorek, Marc Masana, Mateusz Kozinski, Horst Possegger, Horst Bischof
Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions. IV (2023)
Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer
Class-Incremental Learning: Survey and Performance Evaluation on Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory G. Slabaugh, Tinne Tuytelaars
A Continual Learning Survey: Defying Forgetting in Classification Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Muhammad Jehanzeb Mirza, Marc Masana, Horst Possegger, Horst Bischof
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions. CVPR Workshops (2022)
Muhammad Jehanzeb Mirza, Marc Masana, Horst Possegger, Horst Bischof
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions. CoRR (2022)
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
Avalanche: An End-to-End Library for Continual Learning. CVPR Workshops (2021)
Marc Masana, Tinne Tuytelaars, Joost van de Weijer
Ternary Feature Masks: Zero-Forgetting for Task-Incremental Learning. CVPR Workshops (2021)
Albin Soutif-Cormerais, Marc Masana, Joost van de Weijer, Bartlomiej Twardowski
On the importance of cross-task features for class-incremental learning. CoRR (2021)
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
Avalanche: an End-to-End Library for Continual Learning. CoRR (2021)
Marc Masana, Tinne Tuytelaars, Joost van de Weijer
Ternary Feature Masks: continual learning without any forgetting. CoRR (2020)
Marc Masana, Bartlomiej Twardowski, Joost van de Weijer
On Class Orderings for Incremental Learning. CoRR (2020)
Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer
Class-incremental learning: survey and performance evaluation. CoRR (2020)
David Berga, Marc Masana, Joost van de Weijer
Disentanglement of Color and Shape Representations for Continual Learning. CoRR (2020)
Aymen Azaza, Joost van de Weijer, Ali Douik, Javad Zolfaghari Bengar, Marc Masana
Saliency from High-Level Semantic Image Features. SN Comput. Sci. 1 (4) (2020)
Jorge Bernal, Aymeric Histace, Marc Masana, Quentin Angermann, Cristina Sánchez-Montes, Cristina Rodríguez de Miguel, Maroua Hammami, Ana García-Rodríguez, Henry Córdova, Olivier Romain, Gloria Fernández-Esparrach, Xavier Dray, Francisco Javier Sánchez
GTCreator: a flexible annotation tool for image-based datasets. Int. J. Comput. Assist. Radiol. Surg. 14 (2) (2019)
Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory G. Slabaugh, Tinne Tuytelaars
Continual learning: A comparative study on how to defy forgetting in classification tasks. CoRR (2019)
Xialei Liu, Marc Masana, Luis Herranz, Joost van de Weijer, Antonio M. López, Andrew D. Bagdanov
Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting. CoRR (2018)
Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loïc Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer
LIUM-CVC Submissions for WMT18 Multimodal Translation Task. WMT (shared task) (2018)
Xialei Liu, Marc Masana, Luis Herranz, Joost van de Weijer, Antonio M. López, Andrew D. Bagdanov
Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting. ICPR (2018)
Aymen Azaza, Joost van de Weijer, Ali Douik, Marc Masana
Context proposals for saliency detection. Comput. Vis. Image Underst. 174 (2018)
Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loïc Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer
LIUM-CVC Submissions for WMT18 Multimodal Translation Task. CoRR (2018)
Marc Masana, Idoia Ruiz, Joan Serrat, Joost van de Weijer, Antonio M. López
Metric Learning for Novelty and Anomaly Detection. BMVC (2018)
Marc Masana, Idoia Ruiz, Joan Serrat, Joost van de Weijer, Antonio M. López
Metric Learning for Novelty and Anomaly Detection. CoRR (2018)
Aymen Azaza, Joost van de Weijer, Ali Douik, Marc Masana
Context Proposals for Saliency Detection. CoRR (2018)
Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, Jose M. Álvarez
Domain-adaptive deep network compression. CoRR (2017)
Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, Jose M. Álvarez
Domain-Adaptive Deep Network Compression. ICCV (2017)
Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Marc Masana, Luis Herranz, Joost van de Weijer
LIUM-CVC Submissions for WMT17 Multimodal Translation Task. WMT (2017)
Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Marc Masana, Luis Herranz, Joost van de Weijer
LIUM-CVC Submissions for WMT17 Multimodal Translation Task. CoRR (2017)
Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer
Does Multimodality Help Human and Machine for Translation and Image Captioning? CoRR (2016)
Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer
Does Multimodality Help Human and Machine for Translation and Image Captioning? WMT (2016)
Marc Masana, Joost van de Weijer, Andrew D. Bagdanov
On-the-fly Network Pruning for Object Detection. CoRR (2016)
Esteve Cervantes, Long Long Yu, Andrew D. Bagdanov, Marc Masana, Joost van de Weijer
Hierarchical part detection with deep neural networks. ICIP (2016)