Explore the Full Program of SIGGRAPH Asia 2025!
Close

Presentation

Blind Inversion using Latent Diffusion Priors
DescriptionLatentDEM addresses the challenge of blind inverse problems by employing latent diffusion priors within an iterative Expectation-Maximization framework to jointly estimate signals and unknown forward operators, particularly for pose-free sparse-view 3D reconstruction. Supplementally, we introduce VLM3D, which leverages Vision-Language Models as semantic critics to correct fine-grained details missed by generative priors.