V. Svobodová Pavlíčková

HyperBank: A Differentiable Bank of Classical Priors for Few-Shot Spheroid Microscopy Segmentation

M. Průšek, A. Novozámský, F. Šroubek, T. Volfová, V. Svobodová Pavlíčková, S. Rimpelová

Few-shot spheroid segmentation must adapt to new cell lines, microscopes, and illumination conditions from only a small set of annotated images. While foundation few-shot segmenters can be accurate, their large opaque backbones make it difficult to understand which visual cues dr…Read more