DiffVL: Diffusion-Based Visual Localization on 2D Maps Via BEV-Conditioned GPS Denoising
Accurate visual localization is crucial for autonomous driving, yet existing methods face a fundamental dilemma: While high-definition (HD) maps provide high-precision localization references, their costly construction and maintenance hinder scalability, which drives research toward standard-definit…