Covariance-aware Feature Alignment with Pre-computed Source Statistics for Test-time Adaptation to Multiple Image Corruptions

Kazuki Adachi, Shin'ya Yamaguchi, Atsutoshi Kumagai

Real-world image recognition systems often face corrupted input images, which cause distribution shifts and degrade the performance of models. These systems often use a single pred…