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.
Guided image generation for improved surgical image segmentation,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.