Budget-adaptive routing selects between weak-skipping and weak-conditioned estimators via offline-tuned thresholds to trace the upper accuracy envelope on PASCAL VOC, cutting latency up to 30% and sometimes exceeding the strong model's mAP.
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Budget-Adaptive Routing: Skipping the Weak When the Strong Answers Anyway
Budget-adaptive routing selects between weak-skipping and weak-conditioned estimators via offline-tuned thresholds to trace the upper accuracy envelope on PASCAL VOC, cutting latency up to 30% and sometimes exceeding the strong model's mAP.