TERRA: Task-Oriented Edge AI for Regional Fire Detection with Identity-Free Reporting.

arXiv:2610.37909v1 Announce Type: cross Abstract: Distributed fire-monitoring systems may involve many sensing devices reporting over a shared uplink, even though the operational objective is often to identify regions exhibiting evidence of fire rather than to