It seems like the text you provided is already in English. However, if you meant to translate a Chinese title or description related to FlexIP, please provide the Chinese text, and I will be happy to translate it for you. Here’s an example of how the translation might look if the text were in Chinese: **Chinese:** FlexIP: 定制图像生成的动态保存与个性控制 **English:** FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation If you have a different piece of text that needs translation, please share it!

With the rapid advancement of 2D generative models, preserving subject identity while enabling diverse editing has emerged as a critical research focus. Existing methods typically face inherent trade-offs between identity preservation and personalized manipulation. We introduce FlexIP, a novel framework that decouples these objectives through two dedicated components: a Personalization Adapter for stylistic manipulation and a Preservation Adapter for identity maintenance. By explicitly injecting both control mechanisms into the generative model, our framework enables flexible parameterized control during inference through dynamic tuning of the weight adapter. Experimental results demonstrate that our approach breaks through the performance limitations of conventional methods, achieving superior identity preservation while supporting more diverse personalized generation capabilities (Project Page: https://flexip-tech.github.io/flexip/).