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How can we use foundation models such as (micro)SAM to improve electron microscopy segmentation? Check out our new preprint where we found substantial improvements for nucleus, mito, and neurite-segmentation based on initialization and semi-supervised learning with foundation models.

Constantin Pape

@cppape.bsky.social

Learn more here: arxiv.org/abs/2606.21605 Thanks to Marei for leading this work!

arxiv.org$μ$Match: Foundation Models for Semi-supervised Learning and Domain Adaptation in EMVision 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 biomedical imaging ta...

23/6/26, 10:39 am0 reposts1 like

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