CIELO: Class-Incremental Continual Learning for Overcoming Catastrophic Forgetting With Smartphone-Based Indoor Localization

With dynamically evolving indoor environments, class-incremental learning (CIL) plays a crucial role in enabling indoor localization systems to adapt to new indoor areas. However, CIL poses additional challenges such as catastrophic forgetting, where patterns from previously learned paths are overwr...

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Bibliographic Details
Main Authors: Akhil Singampalli, Danish Gufran, Sudeep Pasricha
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10965685/
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