Abstract Model calibration usually requires optimizing some parameters (eg, temperature)
wrt an objective function like negative log-likelihood. This work uncovers a significant aspect …

Test-time adaptation (TTA) has emerged as a promising solution to address performance
decay due to unforeseen distribution shifts between training and test data. While recent TTA …