${\mathrm{D}}^3$-Predictor: Noise-Free Deterministic Diffusion for Dense Prediction

Changliang Xia, Chengyou Jia, Minnan Luo +3

Although diffusion models with strong visual priors have emerged as powerful dense prediction backbones, they overlook a core limitation: the stochastic noise at the core of diffus…