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cs.CV2026
Match: Foundation Models for Semi-supervised Learning and Domain Adaptation in EM
Marei Freitag, Olesia Korchevaia, Luca Freckmann +2
Vision foundation models have substantially advanced computer vision, enabling state-of-the-art performance in zero- and few-shot settings. They have been successfully applied to b…
cs.CV2026
Revisiting foundation models for cell instance segmentation
Anwai Archit, Constantin Pape
Cell segmentation is a fundamental task in microscopy image analysis. Several foundation models for cell segmentation have been introduced, virtually all of them are extensions of…