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UFFM achieves superior pseudo-label quality by harmonizing labeled and unlabeled data training, challenging the dominance of manual labeling in semi-supervised learning.
GAFIC achieves unprecedented accuracy in image cropping by fusing local and global features, outperforming traditional methods that compromise pixel integrity.
A new benchmark reveals that existing defect detection methods falter in novel production scenarios, highlighting the urgent need for severity-aware assessments in manufacturing.
Mapping MOS to JND for high-quality video is harder than expected: confidence intervals overlap, and statistical power is low.