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Rahaf Aljundi

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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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New Insights on Reducing Abrupt Representation Change in Online Continual Learning

Mar 08, 2022
Lucas Caccia, Rahaf Aljundi, Nader Asadi, Tinne Tuytelaars, Joelle Pineau, Eugene Belilovsky

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Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection

Oct 04, 2021
Farzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi, Daniel Olmeda Reino, Shanshan Zhang, Bernt Schiele

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Continual Novelty Detection

Jun 24, 2021
Rahaf Aljundi, Daniel Olmeda Reino, Nikolay Chumerin, Richard E. Turner

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Reducing Representation Drift in Online Continual Learning

Apr 11, 2021
Lucas Caccia, Rahaf Aljundi, Tinne Tuytelaars, Joelle Pineau, Eugene Belilovsky

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Identifying Wrongly Predicted Samples: A Method for Active Learning

Oct 14, 2020
Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino

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Continual Learning in Neural Networks

Oct 18, 2019
Rahaf Aljundi

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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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Online Continual Learning with Maximally Interfered Retrieval

Aug 23, 2019
Rahaf Aljundi, Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Min Lin, Laurent Charlin, Tinne Tuytelaars

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