Marc Masana - RankMe

44 papers A* 1A 1B 2C 1Journal 31Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Subspace Optimization for Backpropagation-Free Continual Test-Time Adaptation. CoRR Damian Sójka, Sebastian Cygert, Marc Masana
2025	J	`jnl`	Continual learning in the presence of repetition. Neural Networks Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao, Fangfang Xia, Marc Masana, Benedikt Tscheschner, Eduardo E. Veas, Yuxiang Zheng, Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang, Vincenzo Lomonaco, Gido M. van de Ven
2025	J	`jnl`	Federated Distillation on Edge Devices: Efficient Client-Side Filtering for Non-IID Data. CoRR Ahmed Mujtaba, Gleb I. Radchenko, Radu Prodan, Marc Masana
2025	J	`jnl`	From task-aware to task-agnostic parameter isolation for incremental learning. Neural Process. Lett. Alex Vicente-Sola, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl, Marc Masana
2025	J	`jnl`	Incremental Learning with Repetition via Pseudo-Feature Projection. CoRR Benedikt Tscheschner, Eduardo E. Veas, Marc Masana
2025	J	`jnl`	Leveraging Intermediate Representations for Better Out-of-Distribution Detection. CoRR Gianluca Guglielmo, Marc Masana
2025	J	`jnl`	Uncertainty-Based Experience Replay for Task-Agnostic Continual Reinforcement Learning. Trans. Mach. Learn. Res. Adrian Remonda, Cole Corbitt Terrell, Eduardo E. Veas, Marc Masana
2025	J	`jnl`	YawDD+: Frame-level Annotations for Accurate Yawn Prediction. CoRR Ahmed Mujtaba, Gleb I. Radchenko, Marc Masana, Radu Prodan
2024	J	`jnl`	Continual Learning in the Presence of Repetition. CoRR Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao, Fangfang Xia, Marc Masana, Benedikt Tscheschner, Eduardo E. Veas, Yuxiang Zheng, Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang, Vincenzo Lomonaco, Gido M. van de Ven
2023	J	`jnl`	Class-Incremental Learning: Survey and Performance Evaluation on Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer
2023	C	`conf`	Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions. IV Stefan Leitner, Muhammad Jehanzeb Mirza, Wei Lin, Jakub Micorek, Marc Masana, Mateusz Kozinski, Horst Possegger, Horst Bischof
2023	J	`jnl`	Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions. CoRR Stefan Leitner, Muhammad Jehanzeb Mirza, Wei Lin, Jakub Micorek, Marc Masana, Mateusz Kozinski, Horst Possegger, Horst Bischof
2022	J	`jnl`	A Continual Learning Survey: Defying Forgetting in Classification Tasks. IEEE Trans. Pattern Anal. Mach. Intell. Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory G. Slabaugh, Tinne Tuytelaars
2022	—	`conf`	An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions. CVPR Workshops Muhammad Jehanzeb Mirza, Marc Masana, Horst Possegger, Horst Bischof
2022	J	`jnl`	An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions. CoRR Muhammad Jehanzeb Mirza, Marc Masana, Horst Possegger, Horst Bischof
2021	—	`conf`	Avalanche: An End-to-End Library for Continual Learning. CVPR Workshops Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
2021	J	`jnl`	Avalanche: an End-to-End Library for Continual Learning. CoRR Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
2021	J	`jnl`	On the importance of cross-task features for class-incremental learning. CoRR Albin Soutif-Cormerais, Marc Masana, Joost van de Weijer, Bartlomiej Twardowski
2021	—	`conf`	Ternary Feature Masks: Zero-Forgetting for Task-Incremental Learning. CVPR Workshops Marc Masana, Tinne Tuytelaars, Joost van de Weijer
2020	J	`jnl`	Class-incremental learning: survey and performance evaluation. CoRR Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer
2020	J	`jnl`	Disentanglement of Color and Shape Representations for Continual Learning. CoRR David Berga, Marc Masana, Joost van de Weijer
2020	—	`—`	Lifelong Learning of Neural Networks: Detecting Novelty and Adapting to New Domains without Forgetting. Marc Masana
2020	J	`jnl`	On Class Orderings for Incremental Learning. CoRR Marc Masana, Bartlomiej Twardowski, Joost van de Weijer
2020	J	`jnl`	Saliency from High-Level Semantic Image Features. SN Comput. Sci. Aymen Azaza, Joost van de Weijer, Ali Douik, Javad Zolfaghari Bengar, Marc Masana
2020	J	`jnl`	Ternary Feature Masks: continual learning without any forgetting. CoRR Marc Masana, Tinne Tuytelaars, Joost van de Weijer
2019	J	`jnl`	Continual learning: A comparative study on how to defy forgetting in classification tasks. CoRR Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory G. Slabaugh, Tinne Tuytelaars
2019	J	`jnl`	GTCreator: a flexible annotation tool for image-based datasets. Int. J. Comput. Assist. Radiol. Surg. Jorge Bernal, Aymeric Histace, Marc Masana, Quentin Angermann, Cristina Sánchez-Montes, Cristina Rodríguez de Miguel, Maroua Hammami, Ana García-Rodríguez, Henry Córdova, Olivier Romain, Gloria Fernández-Esparrach, Xavier Dray, Francisco Javier Sánchez
2018	J	`jnl`	Context Proposals for Saliency Detection. CoRR Aymen Azaza, Joost van de Weijer, Ali Douik, Marc Masana
2018	J	`jnl`	Context proposals for saliency detection. Comput. Vis. Image Underst. Aymen Azaza, Joost van de Weijer, Ali Douik, Marc Masana
2018	—	`conf`	LIUM-CVC Submissions for WMT18 Multimodal Translation Task. WMT (shared task) Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loïc Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer
2018	J	`jnl`	LIUM-CVC Submissions for WMT18 Multimodal Translation Task. CoRR Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loïc Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer
2018	A	`conf`	Metric Learning for Novelty and Anomaly Detection. BMVC Marc Masana, Idoia Ruiz, Joan Serrat, Joost van de Weijer, Antonio M. López
2018	J	`jnl`	Metric Learning for Novelty and Anomaly Detection. CoRR Marc Masana, Idoia Ruiz, Joan Serrat, Joost van de Weijer, Antonio M. López
2018	B	`conf`	Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting. ICPR Xialei Liu, Marc Masana, Luis Herranz, Joost van de Weijer, Antonio M. López, Andrew D. Bagdanov
2018	J	`jnl`	Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting. CoRR Xialei Liu, Marc Masana, Luis Herranz, Joost van de Weijer, Antonio M. López, Andrew D. Bagdanov
2017	A*	`conf`	Domain-Adaptive Deep Network Compression. ICCV Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, José M. Álvarez
2017	J	`jnl`	Domain-adaptive deep network compression. CoRR Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, José M. Álvarez
2017	—	`conf`	LIUM-CVC Submissions for WMT17 Multimodal Translation Task. WMT Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Marc Masana, Luis Herranz, Joost van de Weijer
2017	J	`jnl`	LIUM-CVC Submissions for WMT17 Multimodal Translation Task. CoRR Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Marc Masana, Luis Herranz, Joost van de Weijer
2016	—	`conf`	Does Multimodality Help Human and Machine for Translation and Image Captioning? WMT Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer
2016	J	`jnl`	Does Multimodality Help Human and Machine for Translation and Image Captioning? CoRR Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer
2016	B	`conf`	Hierarchical part detection with deep neural networks. ICIP Esteve Cervantes, Longlong Yu, Andrew D. Bagdanov, Marc Masana, Joost van de Weijer
2016	J	`jnl`	On-the-fly Network Pruning for Object Detection. CoRR Marc Masana, Joost van de Weijer, Andrew D. Bagdanov
2013	—	`ch.`	Interactive Visual and Semantic Image Retrieval. Multimodal Interaction in Image and Video Applications Joost van de Weijer, Fahad Shahbaz Khan, Marc Masana