Generative Semantic Nursing

Generative Semantic Nursing is a task that involves real-time intervention in the generation process during inference, aiming to enhance the fidelity of generated images by carefully manipulating latent variables at the denoising stage of pre-trained text-to-image diffusion models. This task achieves semantic guidance through attention mechanisms, ensuring a high degree of consistency between the generated content and the input text, making it highly valuable for various applications.