Hui Lu*

Compensation Sampling for Improved Convergence in Diffusion Models

"Diffusion models achieve remarkable quality in image generation, but at a cost. Iterative denoising requires many time steps to produce high fidelity images. The denoising process is crucially limited by an accumulation of the reconstruction error due to an initial inaccurate reconstruction of the…