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Rahaf Aljundi

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Continual Learning: Applications and the Road Forward

Nov 21, 2023
Eli Verwimp, Rahaf Aljundi, Shai Ben-David, Matthias Bethge, Andrea Cossu, Alexander Gepperth, Tyler L. Hayes, Eyke Hüllermeier, Christopher Kanan, Dhireesha Kudithipudi, Christoph H. Lampert, Martin Mundt, Razvan Pascanu, Adrian Popescu, Andreas S. Tolias, Joost van de Weijer, Bing Liu, Vincenzo Lomonaco, Tinne Tuytelaars, Gido M. van de Ven

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Incremental Object-Based Novelty Detection with Feedback Loop

Nov 15, 2023
Simone Caldarella, Elisa Ricci, Rahaf Aljundi

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OOD Aware Supervised Contrastive Learning

Oct 03, 2023
Soroush Seifi, Daniel Olmeda Reino, Nikolay Chumerin, Rahaf Aljundi

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Overcoming General Knowledge Loss with Selective Parameter Finetuning

Aug 23, 2023
Wenxuan Zhang, Paul Janson, Rahaf Aljundi, Mohamed Elhoseiny

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Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning

Mar 26, 2023
Nader Asadi, MohammadReza Davar, Sudhir Mudur, Rahaf Aljundi, Eugene Belilovsky

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First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning

Mar 23, 2023
Aristeidis Panos, Yuriko Kobe, Daniel Olmeda Reino, Rahaf Aljundi, Richard E. Turner

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Calibrated Out-of-Distribution Detection with a Generic Representation

Mar 23, 2023
Tomas Vojir, Jan Sochman, Rahaf Aljundi, Jiri Matas

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Contrastive Classification and Representation Learning with Probabilistic Interpretation

Nov 07, 2022
Rahaf Aljundi, Yash Patel, Milan Sulc, Daniel Olmeda, Nikolay Chumerin

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A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning

Oct 10, 2022
Paul Janson, Wenxuan Zhang, Rahaf Aljundi, Mohamed Elhoseiny

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Probing Representation Forgetting in Supervised and Unsupervised Continual Learning

Apr 05, 2022
MohammadReza Davari, Nader Asadi, Sudhir Mudur, Rahaf Aljundi, Eugene Belilovsky

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