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Continual Learning: Applications and the Road Forward.

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posted on 2024-06-27, 14:28 authored by 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 LiuBing Liu, Vincenzo Lomonaco, Tinne Tuytelaars, Gido M van de Ven
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Funding

Lifelong machine learning with data streams | Funder: KDDI Research

RI: Small: A Holistic Approach to Sentiment Analysis | Funder: National Science Foundation | Grant ID: IIS-1910424

SCH: The Virtual Assistant Health Coach: Learning to Autonomously Improved Health Behaviors | Funder: National Science Foundation | Grant ID: IIS-1838770

Theme 1: Institute for Artificial Cyber Threat Intelligence and OperatioN (ACTION) | Funder: University of California - Santa Barbara | Grant ID: 2229876

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Verwimp, E., Aljundi, R., Ben-David, S., Bethge, M., Cossu, A., Gepperth, A., Hayes, T. L., Hüllermeier, E., Kanan, C., Kudithipudi, D., Lampert, C. H., Mundt, M., Pascanu, R., Popescu, A., Tolias, A. S., van de Weijer, J., Liu, B., Lomonaco, V., Tuytelaars, T.van de Ven, G. M. (2024). Continual Learning: Applications and the Road Forward. Transaction on Machine Learning Research.

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