BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models

The inversion of diffusion model sampling, which aims to find the corresponding initial noise of a sample, plays a critical role in various tasks.Recently, several heuristic exact inversion samplers have been proposed to address the inexact inversion issue in a training-free manner.