Artificial Intelligence #hd-map#traffic simulation
ControlMap: Controllable HD Map Generation Using Latent Diffusion for Traffic Simulation
Current autonomous driving simulation is limited by costly HD map creation. ControlMap presents a pipeline using latent diffusion and ControlNet to generate HD maps that follow specific road topologies and city styles. The model introduces novel metrics for adherence and similarity.
Jun 16, 2026 1 source