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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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