Supplementary Material for ' Mix-of-Show ' Y uchao Gu

The object part is borrowed from Dreambooth [1] and Custom Diffusion [2]. We use a 0.01 noise offset for all In single-client concept tuning, the process of tuning each concept takes approximately 10-20 minutes on two Nvidia-A100 GPUs, taking into account variations in data volume. In Restylization, we explore the concept's ability to adapt to various artistic In Interaction, we investigate the concept's capability to interact with other objects, such as In Property Modification, we modify the internal state of the concept, including expressions or states like running or jumping. This yields a total of 1000 images for each concept. According to the evaluation setting described in Sec.