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Aug 2026
A minimum pipeline comprising input governance, infant-level external evaluation, calibrateduncertainty, safety-based abstention, human review, and post-deployment monitoring is proposed comprising input governance, infant-level external evaluation, calibrated certainty, and post-deployment monitoring.
Bo Yuan, Weichuan Zhang
· Applied and Computational En... · 0 citations
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Few-shot fine-grained image classification (FSFGIC) aims to classify similar images with limited labeled examples. This work highlights the critical yet underutilized role of phase information in capturing structural relationships within an image. This study introduces a novel plug-and-play amplitude-phase integration...
Rui-Ling Liu, Lin-Yu Zhang, Wenyi Zeng et al.
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