AI RESEARCH
XiYOLO: Energy-Aware Object Detection via Iterative Architecture Search and Scaling
arXiv CS.AI
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ArXi:2605.06927v1 Announce Type: cross Object detection on heterogeneous edge devices must satisfy strict energy, latency, and memory constraints while still providing reliable perception for downstream autonomy. Existing energy-aware NAS methods often target limited deployment settings, while real energy remains difficult to optimize because it is highly device-dependent and costly to measure.