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Exploring probability-aware parametric softmax for model calibration in image classification

delete2026-03-13
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PRE
AI
S
Siyuan Zhang
L
Linbo Xie
Y
Ying Chen
DOI:10.1016/j.patcog.2026.113488delete
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摘要

摘要

En 中文
• 输出质心偏差被定义为观察优化特性。• 参数Softmax映射提高了CNNs的图像分类性能。• 提出了参数RMSNorm Softmax校准用于不确定性校准。
Keyword:
Output Centroid Deviation
Parametric Softmax
RMSNorm
Uncertainty Calibration
Image Classification

期刊

Pattern Recognition 封面图
Pattern Recognition
IF:
7.6
论文数:
1.4W
被引数:
4.5W

机构

S
Shaoxing University
学者数:
537
论文数: 229
被引数: 0
J
jiangnan university
学者数:
8.8K
论文数: 2.4K
被引数: 0
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