A Schrödinger Bridge generative model for cell instance segmentation achieves competitive performance on PanNuke and MoNuSeg without SAM pre-training or post-processing by using multi-task learning and deterministic inference.
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images
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Cell Instance Segmentation via Multi-Task Image-to-Image Schr\"odinger Bridge
A Schrödinger Bridge generative model for cell instance segmentation achieves competitive performance on PanNuke and MoNuSeg without SAM pre-training or post-processing by using multi-task learning and deterministic inference.