Physics-Aligned Self-Supervised Learning for Scientific Imaging

Bashir Kazimi, Stefan Sandfeld

Data augmentations define the invariances learned by self-supervised learning (SSL). Standard augmentation pipelines were designed for natural images, yet scientific imaging modali…