DAPS++: Rethinking Diffusion Inverse Problems with Decoupled Posterior Annealing

Hao Chen, Renzheng Zhang, Scott S. Howard

From a Bayesian perspective, score-based diffusion solves inverse problems through joint inference, embedding the likelihood with the prior to guide the sampling process. However,…