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cs.AI2026
Multi-Resident Data Association in Smart Homes via MDP Modeling and Behavior Cloning
Xi Chen, Julien Cumin, Fano Ramparany +1
Ambient sensors offer a privacy-preserving solution for activity recognition in smart homes, yet they face a critical challenge in multi-resident environments known as Data Associa…
cs.AI2026
Knowledge Distillation for LLM-Based Human Activity Recognition in Homes
Julien Cumin, Oussama Er-Rahmany, Xi Chen
Human Activity Recognition (HAR) is a central problem for context-aware applications, especially for smart homes and assisted living. A few very recent studies have shown that Larg…