Tag: daps

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

    DAPS++: Rethinking Diffusion Inverse Problems with Decoupled Posterior Annealing arXiv:2511.17038v1 Announce Type: cross Abstract: 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, this formulation fails to explain its practical behavior: the prior offers limited guidance, while reconstruction is largely…