SSCD

anchor

Findings

• IC-330Low local intrinsic dimension (LIDθ) of the learned manifold predicts memorization in Stable Diffusion v1.5, IDDPM, and StyleGAN2-ADA [eval]
• IC-331In Stable Diffusion v1.5, specific tokens in text prompts drive memorization, and GPT-4-based perturbation of high-attribution tokens reduces SSIM similarity to training images while maintaining CLIP score [eval]