2025
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
ICLR 2025poster
Leveraging the visual priors of pre-trained text-to-image diffusion models offers a promising solution to enhance zero-shot generalization in dense prediction tasks. However, existing methods often uncritically use the original diffusion formulation, which may not be optimal due to the fundamental d…