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TypiCore: A Hybrid Active Query Strategy for Class-Incremental Learning on Time Series

Szucs, Gabor et al.
arXiv (OAI Expanded) · Papers
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Time series data play a pivotal role across numerous domains, including healthcare and manufacturing. In real-world environments, models must cope with distribution shifts over time, a challenge commonly addressed through Continual Learning (CL) techniques. However, existing CL methods face a critic
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