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2020 – today
- 2024
[i18]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 abs/2405.04101 (2024)- 2023
- [j5]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): 5513-5533 (2023) - [c11]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: 1-8 - [i17]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 abs/2305.18953 (2023) - 2022
- [j4]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): 3366-3385 (2022) - [c10]Muhammad Jehanzeb Mirza, Marc Masana, Horst Possegger, Horst Bischof:
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions. CVPR Workshops 2022: 3000-3010 - [i16]Muhammad Jehanzeb Mirza, Marc Masana, Horst Possegger, Horst Bischof:
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions. CoRR abs/2204.08817 (2022) - 2021
- [c9]Marc Masana, Tinne Tuytelaars, Joost van de Weijer:
Ternary Feature Masks: Zero-Forgetting for Task-Incremental Learning. CVPR Workshops 2021: 3570-3579 - [c8]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 W. 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: 3600-3610 - [i15]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 W. 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 abs/2104.00405 (2021) - [i14]Albin Soutif-Cormerais, Marc Masana, Joost van de Weijer, Bartlomiej Twardowski:
On the importance of cross-task features for class-incremental learning. CoRR abs/2106.11930 (2021) - 2020
- [b1]Marc Masana:
Lifelong Learning of Neural Networks: Detecting Novelty and Adapting to New Domains without Forgetting. Autonomous University of Barcelona, Spain, 2020 - [j3]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): 200 (2020) - [i13]Marc Masana, Tinne Tuytelaars, Joost van de Weijer:
Ternary Feature Masks: continual learning without any forgetting. CoRR abs/2001.08714 (2020) - [i12]Marc Masana, Bartlomiej Twardowski, Joost van de Weijer:
On Class Orderings for Incremental Learning. CoRR abs/2007.02145 (2020) - [i11]David Berga, Marc Masana, Joost van de Weijer:
Disentanglement of Color and Shape Representations for Continual Learning. CoRR abs/2007.06356 (2020) - [i10]Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer:
Class-incremental learning: survey and performance evaluation. CoRR abs/2010.15277 (2020)
2010 – 2019
- 2019
- [j2]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): 191-201 (2019) - [i9]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 abs/1909.08383 (2019) - 2018
- [j1]Aymen Azaza, Joost van de Weijer, Ali Douik, Marc Masana:
Context proposals for saliency detection. Comput. Vis. Image Underst. 174: 1-11 (2018) - [c7]Marc Masana, Idoia Ruiz, Joan Serrat, Joost van de Weijer, Antonio M. López:
Metric Learning for Novelty and Anomaly Detection. BMVC 2018: 64 - [c6]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: 2262-2268 - [c5]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: 597-602 - [i8]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 abs/1802.02950 (2018) - [i7]Aymen Azaza, Joost van de Weijer, Ali Douik, Marc Masana:
Context Proposals for Saliency Detection. CoRR abs/1806.10359 (2018) - [i6]Marc Masana, Idoia Ruiz, Joan Serrat, Joost van de Weijer, Antonio M. López:
Metric Learning for Novelty and Anomaly Detection. CoRR abs/1808.05492 (2018) - [i5]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 abs/1809.00151 (2018) - 2017
- [c4]Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, José M. Álvarez:
Domain-Adaptive Deep Network Compression. ICCV 2017: 4299-4307 - [c3]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: 432-439 - [i4]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 abs/1707.04481 (2017) - [i3]Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, José M. Álvarez:
Domain-adaptive deep network compression. CoRR abs/1709.01041 (2017) - 2016
- [c2]Esteve Cervantes, Longlong Yu, Andrew D. Bagdanov, Marc Masana, Joost van de Weijer:
Hierarchical part detection with deep neural networks. ICIP 2016: 1933-1937 - [c1]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: 627-633 - [i2]Marc Masana, Joost van de Weijer, Andrew D. Bagdanov:
On-the-fly Network Pruning for Object Detection. CoRR abs/1605.03477 (2016) - [i1]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 abs/1605.09186 (2016) - 2013
- [p1]Joost van de Weijer, Fahad Shahbaz Khan, Marc Masana:
Interactive Visual and Semantic Image Retrieval. Multimodal Interaction in Image and Video Applications 2013: 31-45
Coauthor Index
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