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State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications
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NCIP reveals that leveraging prediction variability across multiple checkpoints can dramatically enhance early fault discovery in DNNs, outperforming traditional confidence-based methods.