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20232026
most citedSWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series

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cs.LG2024

Focal Calibration Loss: Controlling Posterior Distortion in Deep Neural Classifiers

Wenhao Liang, Liangwei Zheng, Wei Zhang +1

Confidence calibration matters wherever a classifier's probabilities, not just its labels, are consumed downstream. We study Focal Calibration Loss (FCL), which adds a squared prob…