Rethinking Calibration of Deep Neural Networks: Do Not Be Afraid of Overconfidence

Nov-14-2025, 07:01:58 GMT–Neural Information Processing Systems

The overconfident predictions of DNNs could cause undesired consequences in safety-critical applications such as medical diagnosis and autonomous driving.

artificial intelligence, calibration, machine learning, (17 more...)

Neural Information Processing Systems

Nov-14-2025, 07:01:58 GMT

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Country:
- Asia > China
  - Chongqing Province > Chongqing (0.04)
  - Jiangsu Province > Nanjing (0.04)

Genre:
- Research Report > New Finding (0.93)

Industry:
- Information Technology (0.34)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.66)

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Rethinking Calibration of Deep Neural Networks: Do Not Be Afraid of Overconfidence

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