A Continual Learning Survey: Defying Forgetting in Classification Tasks
De Lange, Matthias, Aljundi, Rahaf, Masana, Marc, Parisot, Sarah, Jia, Xu, Leonardis, Ales, Slabaugh, Gregory, Tuytelaars, Tinne
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2022)
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2022)
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Journal Article
Class-Incremental Learning: Survey and Performance Evaluation on Image Classification
Masana, Marc, Liu, Xialei, Twardowski, Bartlomiej, Menta, Mikel, Bagdanov, Andrew D., van de Weijer, Joost
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2023)
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Journal Article
GTCreator: a flexible annotation tool for image-based datasets
Bernal, Jorge, Histace, Aymeric, Masana, Marc, Angermann, Quentin, Sánchez-Montes, Cristina, Rodríguez de Miguel, Cristina, Hammami, Maroua, García-Rodríguez, Ana, Córdova, Henry, Romain, Olivier, Fernández-Esparrach, Gloria, Dray, Xavier, Sánchez, F. Javier
Published in International journal for computer assisted radiology and surgery (01.02.2019)
Published in International journal for computer assisted radiology and surgery (01.02.2019)
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Journal Article
Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting
Liu, Xialei, Masana, Marc, Herranz, Luis, Van de Weijer, Joost, Lopez, Antonio M., Bagdanov, Andrew D.
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
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Conference Proceeding
Context proposals for saliency detection
Azaza, Aymen, de Weijer, Joost van, Douik, Ali, Masana, Marc
Published in Computer vision and image understanding (01.09.2018)
Published in Computer vision and image understanding (01.09.2018)
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Journal Article
Automated mitral valve vortex ring extraction from 4D‐flow MRI
Kräuter, Corina, Reiter, Ursula, Reiter, Clemens, Nizhnikava, Volha, Masana, Marc, Schmidt, Albrecht, Fuchsjäger, Michael, Stollberger, Rudolf, Reiter, Gert
Published in Magnetic resonance in medicine (01.12.2020)
Published in Magnetic resonance in medicine (01.12.2020)
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Journal Article
Automated vortical blood flow-based estimation of mean pulmonary arterial pressure from 4D flow MRI
Kräuter, Corina, Reiter, Ursula, Kovacs, Gabor, Reiter, Clemens, Masana, Marc, Olschewski, Horst, Fuchsjäger, Michael, Stollberger, Rudolf, Reiter, Gert
Published in Magnetic resonance imaging (01.05.2022)
Published in Magnetic resonance imaging (01.05.2022)
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Journal Article
Domain-Adaptive Deep Network Compression
Masana, Marc, van de Weijer, Joost, Herranz, Luis, Bagdanov, Andrew D., Alvarez, Jose M.
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
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Conference Proceeding
Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions
Leitner, Stefan, Mirza, M. Jehanzeb, Lin, Wei, Micorek, Jakub, Masana, Marc, Kozinski, Mateusz, Possegger, Horst, Bischof, Horst
Published in 2023 IEEE Intelligent Vehicles Symposium (IV) (04.06.2023)
Published in 2023 IEEE Intelligent Vehicles Symposium (IV) (04.06.2023)
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Conference Proceeding
Saliency from High-Level Semantic Image Features
Azaza, Aymen, van de Weijer, Joost, Douik, Ali, Zolfaghari, Javad, Masana, Marc
Published in SN computer science (01.07.2020)
Published in SN computer science (01.07.2020)
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Journal Article
Feasibility of Intraoperative Fusion Imaging Using Non-Contrast CT Scan for EVAR in Ruptured Abdominal Aortic AneurysmWHAT THIS PAPER ADDS
Marc Masana Llimona, Pere Altés Mas, Lucía Martínez Carnovale, Secundino Llagostera Pujol
Published in EJVES vascular forum (01.01.2020)
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Published in EJVES vascular forum (01.01.2020)
Journal Article
Ternary Feature Masks: zero-forgetting for task-incremental learning
Masana, Marc, Tuytelaars, Tinne, van de Weijer, Joost
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
Avalanche: an End-to-End Library for Continual Learning
Lomonaco, Vincenzo, Pellegrini, Lorenzo, Cossu, Andrea, Carta, Antonio, Graffieti, Gabriele, Hayes, Tyler L., De Lange, Matthias, Masana, Marc, Pomponi, Jary, van de Ven, Gido M., Mundt, Martin, She, Qi, Cooper, Keiland, Forest, Jeremy, Belouadah, Eden, Calderara, Simone, Parisi, German I., Cuzzolin, Fabio, Tolias, Andreas S., Scardapane, Simone, Antiga, Luca, Ahmad, Subutai, Popescu, Adrian, Kanan, Christopher, van de Weijer, Joost, Tuytelaars, Tinne, Bacciu, Davide, Maltoni, Davide
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
Hierarchical part detection with deep neural networks
Cervantes, Esteve, Long Long Yu, Bagdanov, Andrew D., Masana, Marc, van de Weijer, Joost
Published in 2016 IEEE International Conference on Image Processing (ICIP) (01.09.2016)
Published in 2016 IEEE International Conference on Image Processing (ICIP) (01.09.2016)
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Conference Proceeding
Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions
Leitner, Stefan, Mirza, M. Jehanzeb, Lin, Wei, Micorek, Jakub, Masana, Marc, Kozinski, Mateusz, Possegger, Horst, Bischof, Horst
Year of Publication 30.05.2023
Year of Publication 30.05.2023
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Journal Article