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Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process

By Tianyu Lin and others
Diffusion models have demonstrated their effectiveness across various generative tasks. However, when applied to medical image segmentation, these models encounter several challenges, including significant resource and time requirements. They also necessitate a multi-step reverse process and multiple samples to produce reliable predictions. To address these challenges, we introduce the first... Show more
July 9, 2024
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Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process
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