Figure 2: Overview of CVRoute. (a) Street-view semantics are routed to satellite-defined regions
for satellite-space prediction. (b) Cross-view entities are matched over multiple pose hypotheses and
fused through pose-marginalized nullable routing. (c) A training-only privileged relationship teacher
guides early routing and is gradually annealed out; inference uses only predicted relationships.