3 papers
cs.CV2025
Self-Diffusion Driven Blind Imaging
Yanlong Yang, Guanxiong Luo
Optical imaging systems are inherently imperfect due to diffraction limits, lens manufacturing tolerances, assembly misalignment, and other physical constraints. In addition, unavo…
cs.LG2025
Self-diffusion for Solving Inverse Problems
Guanxiong Luo, Shoujin Huang, Yanlong Yang
We propose self-diffusion, a novel framework for solving inverse problems without relying on pretrained generative models. Traditional diffusion-based approaches require training a…
cs.RO2025
Unsupervised Radar Point Cloud Enhancement via Arbitrary LiDAR Guided Diffusion Prior
Yanlong Yang, Jianan Liu, Guanxiong Luo +4
In industrial automation, radar is a critical sensor in machine perception. However, the angular resolution of radar is inherently limited by the Rayleigh criterion, which depends…