Junseok Kwon*

Uncertainty Calibration with Energy Based Instance-wise Scaling in the Wild Dataset

"With the rapid advancement in the performance of deep neural networks (DNNs), there has been significant interest in deploying and incorporating artificial intelligence (AI) systems into real-world scenarios. However, many DNNs lack the ability to represent uncertainty, often exhibiting excessive c…