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cs.CV2026
Are Vision Foundation Models Foundational for Electron Microscopy Image Segmentation?
Caterina Fuster-Barceló, Virginie Uhlmann
Although vision foundation models (VFMs) are increasingly reused for biomedical image analysis, it remains unclear whether the latent representations they provide are general enoug…
cs.CV2025
ShapeEmbed: a self-supervised learning framework for 2D contour quantification
Anna Foix Romero, Craig Russell, Alexander Krull +1
The shape of objects is an important source of visual information in a wide range of applications. One of the core challenges of shape quantification is to ensure that the extracte…