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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

* includes supplementary material 

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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

* Official Website: https://avalanche.continualai.org 

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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


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Disentanglement of Color and Shape Representations for Continual Learning


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

* Accepted at CL-ICML 2020 

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On Class Orderings for Incremental Learning


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

* Accepted at CL-ICML 2020. First two authors contributed equally 

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Ternary Feature Masks: continual learning without any forgetting


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


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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


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LIUM-CVC Submissions for WMT18 Multimodal Translation Task


Sep 01, 2018
Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loïc Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer

* WMT2018 

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Metric Learning for Novelty and Anomaly Detection


Aug 16, 2018
Marc Masana, Idoia Ruiz, Joan Serrat, Joost van de Weijer, Antonio M. Lopez

* Accepted at BMVC 2018, 10 pages main article and 4 pages supplementary material 

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Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting


Jul 12, 2018
Xialei Liu, Marc Masana, Luis Herranz, Joost Van de Weijer, Antonio M. Lopez, Andrew D. Bagdanov

* Accepted at ICPR'18. First two authors contributed equally 

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Context Proposals for Saliency Detection


Jun 27, 2018
Aymen Azaza, Joost van de Weijer, Ali Douik, Marc Masana

* Accepted at Computer Vision and Image Understanding (CVIU) 

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Domain-adaptive deep network compression


Sep 06, 2017
Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, Jose M Alvarez

* Accepted at ICCV 2017 

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LIUM-CVC Submissions for WMT17 Multimodal Translation Task


Jul 14, 2017
Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Marc Masana, Luis Herranz, Joost van de Weijer

* MMT System Description Paper for WMT17 

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


Aug 16, 2016
Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer

* 7 pages, 2 figures, v4: Small clarification in section 4 title and content 

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On-the-fly Network Pruning for Object Detection


May 11, 2016
Marc Masana, Joost van de Weijer, Andrew D. Bagdanov

* Accepted at ICLR 2016 workshop track as a poster presentation 

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