Semantic-Aware Gaussian Process Calibration with Structured Layerwise Kernels for Deep Neural Networks

Kyung-hwan Lee, Kyung-tae Kim

Calibrating the confidence of neural network classifiers is essential for quantifying the reliability of their predictions during inference. However, conventional Gaussian Process…