Jie Ren*

Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention

"Recent advancements in text-to-image (T2I) diffusion models have demonstrated their remarkable capability to generate high-quality images from textual prompts. However, increasing research indicates that these models memorize and replicate images from their training data, raising concerns about pot…