Urban Scene Diffusion through Semantic Occupancy Map

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1SemCity: Semantic Scene Generation with Triplane Diffusion2024
2. 2SkyDiffusion: Street-to-Satellite Image Synthesis with Diffusion Models and BEV Paradigm2024
3. 3Mixed Diffusion for 3D Indoor Scene Synthesis2024
4. 4OccScene: Semantic Occupancy-based Cross-task Mutual Learning for 3D Scene Generation2025
5. 5From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model2024