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Sungho Jeon

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#edge computing Preprint Oct 2026

DIALER: A Case for Improving Rare-Class Accuracy in Retraining-Free Edge Video Analytics

DIALER is designed, a system that exploits the spare compute cycles freed by retraining-free VFM inference to mitigate rare-class misclassifications and improves rare-class accuracy by up to 14.0% without interfering with real-time VFM inference for multi-stream analytics.

Dongyoon Ryu, Sungho Jeon, Xinyue Ma et al. · 0 citations

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