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cs.LG2025
Unified Class and Domain Incremental Learning with Mixture of Experts for Indoor Localization
Akhil Singampalli, Sudeep Pasricha
Indoor localization using machine learning has gained traction due to the growing demand for location-based services. However, its long-term reliability is hindered by hardware/sof…
cs.LG2025
DAILOC: Domain-Incremental Learning for Indoor Localization using Smartphones
Akhil Singampalli, Danish Gufran, Sudeep Pasricha
Wi-Fi fingerprinting-based indoor localization faces significant challenges in real-world deployments due to domain shifts arising from device heterogeneity and temporal variations…