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



M. Jehanzeb Mirza , Marc Masana , Horst Possegger , Horst Bischof

* Accepted to CVPR Workshops - Camera Ready Version 

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



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



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



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



David Berga , Marc Masana , Joost Van de Weijer

* Accepted at CL-ICML 2020 

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On Class Orderings for Incremental Learning



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



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



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



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

* WMT2018 

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