Text Prompt

Text prompts are revolutionizing content creation by enabling the generation and manipulation of diverse media, from images and 3D scenes to music and even molecular representations, using natural language instructions. Current research focuses on improving the accuracy and controllability of these processes, employing techniques like diffusion models, large language models, and optimal transport algorithms to refine prompt interpretation and enhance output quality. This field significantly impacts various domains, including art, design, healthcare (e.g., medical image analysis), and scientific discovery, by automating complex tasks and providing intuitive interfaces for non-experts.