BEACON adds a recoverability predictor to early-exit CNNs for modulation classification, triggering full inference only when it expects an accuracy gain from deeper layers.
Joint early exit and structured pruning for automatic modulation classification in vehicular networks,
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BEACON: Benefit-Aware Early-Exit for Automatic Modulation Classification via Recoverability Prediction
BEACON adds a recoverability predictor to early-exit CNNs for modulation classification, triggering full inference only when it expects an accuracy gain from deeper layers.