Alert button
Picture for Marc Masana

Marc Masana

Alert button

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

May 30, 2023
Stefan Leitner, M. Jehanzeb Mirza, Wei Lin, Jakub Micorek, Marc Masana, Mateusz Kozinski, Horst Possegger, Horst Bischof

Figure 1 for Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions
Figure 2 for Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions
Figure 3 for Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions
Figure 4 for Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions
Viaarxiv icon

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

Apr 21, 2022
M. Jehanzeb Mirza, Marc Masana, Horst Possegger, Horst Bischof

Figure 1 for An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
Figure 2 for An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
Figure 3 for An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
Figure 4 for An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
Viaarxiv icon

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

Jun 22, 2021
Albin Soutif--Cormerais, Marc Masana, Joost Van de Weijer, Bartłomiej Twardowski

Figure 1 for On the importance of cross-task features for class-incremental learning
Figure 2 for On the importance of cross-task features for class-incremental learning
Figure 3 for On the importance of cross-task features for class-incremental learning
Figure 4 for On the importance of cross-task features for class-incremental learning
Viaarxiv icon

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

Apr 01, 2021
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German I. Parisi, Fabio Cuzzolin, Andreas Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni

Figure 1 for Avalanche: an End-to-End Library for Continual Learning
Figure 2 for Avalanche: an End-to-End Library for Continual Learning
Figure 3 for Avalanche: an End-to-End Library for Continual Learning
Figure 4 for Avalanche: an End-to-End Library for Continual Learning
Viaarxiv icon

Class-incremental learning: survey and performance evaluation

Oct 28, 2020
Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer

Figure 1 for Class-incremental learning: survey and performance evaluation
Figure 2 for Class-incremental learning: survey and performance evaluation
Figure 3 for Class-incremental learning: survey and performance evaluation
Figure 4 for Class-incremental learning: survey and performance evaluation
Viaarxiv icon

Disentanglement of Color and Shape Representations for Continual Learning

Jul 13, 2020
David Berga, Marc Masana, Joost Van de Weijer

Figure 1 for Disentanglement of Color and Shape Representations for Continual Learning
Figure 2 for Disentanglement of Color and Shape Representations for Continual Learning
Figure 3 for Disentanglement of Color and Shape Representations for Continual Learning
Figure 4 for Disentanglement of Color and Shape Representations for Continual Learning
Viaarxiv icon

On Class Orderings for Incremental Learning

Jul 07, 2020
Marc Masana, Bartłomiej Twardowski, Joost van de Weijer

Figure 1 for On Class Orderings for Incremental Learning
Figure 2 for On Class Orderings for Incremental Learning
Figure 3 for On Class Orderings for Incremental Learning
Figure 4 for On Class Orderings for Incremental Learning
Viaarxiv icon

Ternary Feature Masks: continual learning without any forgetting

Jan 23, 2020
Marc Masana, Tinne Tuytelaars, Joost van de Weijer

Figure 1 for Ternary Feature Masks: continual learning without any forgetting
Figure 2 for Ternary Feature Masks: continual learning without any forgetting
Figure 3 for Ternary Feature Masks: continual learning without any forgetting
Figure 4 for Ternary Feature Masks: continual learning without any forgetting
Viaarxiv icon

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

Sep 18, 2019
Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory Slabaugh, Tinne Tuytelaars

Figure 1 for Continual learning: A comparative study on how to defy forgetting in classification tasks
Figure 2 for Continual learning: A comparative study on how to defy forgetting in classification tasks
Figure 3 for Continual learning: A comparative study on how to defy forgetting in classification tasks
Figure 4 for Continual learning: A comparative study on how to defy forgetting in classification tasks
Viaarxiv icon