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cs.LG2024★ 1 cited
Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis
Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt
Contemporary developments in generative AI are rapidly transforming the field of medical AI. These developments have been predominantly driven by the availability of large datasets…
eess.IV2024★ 2 cited
Unconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic Data
Salman Ul Hassan Dar, Marvin Seyfarth, Isabelle Ayx +11
AI models present a wide range of applications in the field of medicine. However, achieving optimal performance requires access to extensive healthcare data, which is often not rea…