Guanglu Dong
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2026
On Revisiting Entropy for Identifying Mislabeled Images
The paper proposes a Signed Entropy Integral (SEI) statistic to detect mislabeled images in training datasets by analyzing the temporal trend of prediction entropy, achieving state-of-the-art results on medical imaging data.
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cs.CVcs.AIRecentMay 29, 2026
On Revisiting Entropy for Identifying Mislabeled Images
Chunlei Li, Zixuan Zheng, Yilei Shi, Guanglu Dong +4 more
The paper proposes a Signed Entropy Integral (SEI) statistic to detect mislabeled images in training datasets by analyzing the temporal trend of prediction entropy, achieving state-of-the-art results…
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