Towards Accurate and Calibrated Classification: Regularizing Cross-Entropy From A Generative Perspective
arXiv:2604.06689v1 Announce Type: new Abstract: Accurate classification requires not only high predictive accuracy but also well-calibrated confidence estimates. Yet, modern deep neural networks (DNNs) are …
Qipeng Zhan, Zhuoping Zhou, Li Shen
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