R\"uveyda Yilmaz, Zhu Chen, Yuli Wu, Johannes Stegmaier: CellStyle: Improved Zero-Shot Cell Segmentation via Style Transfer https://arxiv.org/abs/2503.08603 https://arxiv.org/pdf/2503.08603 https://arxiv.org/html/2503.08603

dataset. The styled synthetic images with the existing annotations enable the finetuning of a generalist segmentation model for application to the unannotated target data. We demonstrate that CellStyle significantly improves zero-shot cell [5/6 of https://arxiv.org/abs/2503.08603v1]

CellStyle, which improves the segmentation quality of such models without requiring labels for the target dataset, thereby enabling zero-shot adaptation. CellStyle transfers the attributes of an unannotated target dataset, such as texture, color, and [3/6 of https://arxiv.org/abs/2503.08603v1]

Merge Cell Style in Excel:
Merge Cell Style in Excel applies the formatting from a cell in another workbook or worksheet without copying the content.
#ExcelTips #CellStyle #ExcelFormatting #SpreadsheetDesign #ExcelHacks #ProductivityTools #ExcelTutorial

💡Tip of the week: By using or , you can easily customize the cell style in the columnDefs definition using cellStyle👇

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