Mask-Guided-Attention-Semantic-Guidance-for-Text-to-Image-Diffusion-Models.The method can generate images guided by multi-object prompts and follow the soft mask layout condition by user input. This work is built upon Attend-and-Excite:Attention-Based Semantic Guidance for Text-to-Image Diffusion Models (SIGGRAPH 2023).