DiffAug augments medical training data with text-and-mask guided diffusion inpainting, filtered by a latent-space segmentation network, improving polyp and optic-disc segmentation.
Latent space synergy: Text-guided data aug- mentation for direct diffusion biomedical segmentation
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Diffusion-Based Data Augmentation for Medical Image Segmentation
DiffAug augments medical training data with text-and-mask guided diffusion inpainting, filtered by a latent-space segmentation network, improving polyp and optic-disc segmentation.