Particle-Filtering-based Latent Diffusion for Inverse Problems

Amir Nazemi, Mohammad Hadi Sepanj, Nicholas Pellegrino +2

Current strategies for solving image-based inverse problems apply latent diffusion models to perform posterior sampling.However, almost all approaches make no explicit attempt to e…