Text Control

Text control in AI focuses on generating diverse and accurate outputs (images, text, motions, etc.) precisely guided by textual instructions. Current research emphasizes improving the fidelity and controllability of these outputs, employing techniques like diffusion models, latent space manipulation with ODEs, and alignment strategies between textual instructions and data representations (e.g., word alignments in images). These advancements are crucial for creating more intuitive and powerful human-computer interfaces across various applications, ranging from image editing and game development to data generation in low-resource settings.