Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions

Figure 1. (a) We augment the prompt input of image generation models with fine-grained control of attribute expression in generated images (unmodified images are marked in green) in a subject-specific manner without additional cost during generation. (b, c) Previous methods only allow either fine-grained expression control or fine-grained localization when starting from the image generated from a basic prompt.