2026
Cross-Distill: Multi-Manifold and Viewpoint-Decoupled Distillation for Cross-View Geo-Localization
ICRA 2026poster
Abstract— Cross-View Geo-Localization (CVGL) localizes a query image via retrieval from georeferenced satellite imagery,yet severe viewpoint variation remains a central challenge. Recent advances often rely on heavy backbones or add-on modules that achieve high accuracy but are impractical on resour…