We propose a new method called Decoupled Annealing Posterior Sampling (DAPS) that relies on a novel noise annealing process to solve posterior sampling with diffusion prior. Specifically, we decouple ...

Abstract: Digital annealing is a technology that has emerged to address the difficulty of implementing quantum annealing. Traditional CMOS is used to approximate quantum annealing operations, which ...

Abstract: The aggressive scaling of CMOS technology into the nanoscale regime has driven remarkable performance improvements. However, it has introduced significant reliability challenges due to ...