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Eli Verwimp

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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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Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting

Apr 03, 2023
Timm Hess, Eli Verwimp, Gido M. van de Ven, Tinne Tuytelaars

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CLAD: A realistic Continual Learning benchmark for Autonomous Driving

Oct 07, 2022
Eli Verwimp, Kuo Yang, Sarah Parisot, Hong Lanqing, Steven McDonagh, Eduardo Pérez-Pellitero, Matthias De Lange, Tinne Tuytelaars

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Re-examining Distillation For Continual Object Detection

Apr 04, 2022
Eli Verwimp, Kuo Yang, Sarah Parisot, Hong Lanqing, Steven McDonagh, Eduardo Pérez-Pellitero, Matthias De Lange, Tinne Tuytelaars

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Rehearsal revealed: The limits and merits of revisiting samples in continual learning

Apr 15, 2021
Eli Verwimp, Matthias De Lange, Tinne Tuytelaars

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