Marc Masana

According to our database, Marc Masana authored at least 26 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Class-Incremental Learning: Survey and Performance Evaluation on Image Classification.

Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions.

Stefan Leitner, Muhammad Jehanzeb Mirza, Wei Lin, Jakub Micorek, Marc Masana, Mateusz Kozinski, Horst Possegger, Horst Bischof

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

2022

A Continual Learning Survey: Defying Forgetting in Classification Tasks.

Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory G. Slabaugh, Tinne Tuytelaars

IEEE Trans. Pattern Anal. Mach. Intell., 2022

An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions.

Muhammad Jehanzeb Mirza, Marc Masana, Horst Possegger, Horst Bischof

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

On the importance of cross-task features for class-incremental learning.

Albin Soutif-Cormerais, Marc Masana, Joost van de Weijer, Bartlomiej Twardowski

CoRR, 2021

Avalanche: an End-to-End Library for Continual Learning.

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

CoRR, 2021

Ternary Feature Masks: Zero-Forgetting for Task-Incremental Learning.

Marc Masana, Tinne Tuytelaars, Joost van de Weijer

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Avalanche: An End-to-End Library for Continual Learning.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Lifelong Learning of Neural Networks: Detecting Novelty and Adapting to New Domains without Forgetting.

Marc Masana

PhD thesis, 2020

Saliency from High-Level Semantic Image Features.

Aymen Azaza, Joost van de Weijer, Ali Douik, Javad Zolfaghari Bengar, Marc Masana

SN Comput. Sci., 2020

Class-incremental learning: survey and performance evaluation.

Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer

CoRR, 2020

Disentanglement of Color and Shape Representations for Continual Learning.

David Berga, Marc Masana, Joost van de Weijer

CoRR, 2020

On Class Orderings for Incremental Learning.

Marc Masana, Bartlomiej Twardowski, Joost van de Weijer

CoRR, 2020

Ternary Feature Masks: continual learning without any forgetting.

Marc Masana, Tinne Tuytelaars, Joost van de Weijer

CoRR, 2020

2019

Continual learning: A comparative study on how to defy forgetting in classification tasks.

Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory G. Slabaugh, Tinne Tuytelaars

CoRR, 2019

GTCreator: a flexible annotation tool for image-based datasets.

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

Int. J. Comput. Assist. Radiol. Surg., 2019

2018

Context proposals for saliency detection.

Aymen Azaza, Joost van de Weijer, Ali Douik, Marc Masana

Comput. Vis. Image Underst., 2018

LIUM-CVC Submissions for WMT18 Multimodal Translation Task.

Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loïc Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting.

Xialei Liu, Marc Masana, Luis Herranz, Joost van de Weijer, Antonio M. López, Andrew D. Bagdanov

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Metric Learning for Novelty and Anomaly Detection.

Marc Masana, Idoia Ruiz, Joan Serrat, Joost van de Weijer, Antonio M. López

Proceedings of the British Machine Vision Conference 2018, 2018

2017

LIUM-CVC Submissions for WMT17 Multimodal Translation Task.

Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Marc Masana, Luis Herranz, Joost van de Weijer

Proceedings of the Second Conference on Machine Translation, 2017

Domain-Adaptive Deep Network Compression.

Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, José M. Álvarez

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

On-the-fly Network Pruning for Object Detection.

Marc Masana, Joost van de Weijer, Andrew D. Bagdanov

CoRR, 2016

Does Multimodality Help Human and Machine for Translation and Image Captioning?

Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer

Proceedings of the First Conference on Machine Translation, 2016

Hierarchical part detection with deep neural networks.

Esteve Cervantes, Longlong Yu, Andrew D. Bagdanov, Marc Masana, Joost van de Weijer

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2013

Interactive Visual and Semantic Image Retrieval.

Joost van de Weijer, Fahad Shahbaz Khan, Marc Masana

Proceedings of the Multimodal Interaction in Image and Video Applications, 2013