A diffusion model generates paired surgical images and segmentation masks, outperforming older GAN/VAE baselines on FID/KID and a new per-class semantic distance metric.
Deep learning methods for the detection and recognition of surgical tools and activities in laparo- scopic videos,
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SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation
A diffusion model generates paired surgical images and segmentation masks, outperforming older GAN/VAE baselines on FID/KID and a new per-class semantic distance metric.