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Yanyifan Wang

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#diffusion models Preprint Sep 2026

StreetDiff: Multi-view Street Scenes Generation via Cross-view Consistent Multi-view Stable Diffusion with Structure Prompts

The proposed StreetDiff introduces a Panorama--Perspective Synergy design to decouple global layout reasoning from local detail synthesis, and incorporates a Panorama Alignment Module (PAM) that establishes spherical-projection-based attention constraints across views to achieve robust cross-view coherence in challengi...

Qi Zhang, Yanyifan Wang, Wei-Yuan Zhang et al. · 0 citations

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