cs.LG

SFBD-OMNI: Bridge models for lossy measurement restoration with limited clean samples

arXiv:2512.17051v2 Announce Type: replace
Abstract: In many real-world scenarios, obtaining fully observed samples is prohibitively expensive or even infeasible, while partial and noisy observations are comparatively easy to collect. In this work, we …