Stable Diffusion

Stable Diffusion is a powerful class of generative AI models primarily used for creating high-quality images from text prompts. Current research focuses on improving efficiency (e.g., through quantization and model compression), enhancing control and customization (e.g., via ControlNet and fine-tuning techniques like LoRA), and mitigating biases and safety concerns present in generated images. These advancements are significant for various applications, including image editing, compression, and design, as well as for advancing our understanding of generative models and their societal impact.