Zero-Shot Text-Guided Image Super-Resolution Exploration

The author introduces zero-shot text-guided exploration for open-domain image super-resolution, aiming to provide diverse solutions while maintaining data consistency with low-resolution inputs. Two approaches are proposed using text-to-image diffusion models and CLIP guidance, showing advantages in restoration quality, diversity, and explorability.