A framework and dataset that constructs seasonal 3D mountain landscapes from over 85,000 sparse webcam images across 32 locations and 13 timestamps by mesh projection and conditional diffusion inpainting, enabling standard relighting.
Ip- adapter: Text compatible image prompt adapter for text-to- image diffusion models
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LooseRoPE modulates RoPE in diffusion attention maps to continuously trade off between preserving a pasted object's identity and harmonizing it with its new surroundings.
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SeasonScapes: Learning Large-scale Re-lightable 3D Landscapes with Seasonal Variation from Sparse Webcams
A framework and dataset that constructs seasonal 3D mountain landscapes from over 85,000 sparse webcam images across 32 locations and 13 timestamps by mesh projection and conditional diffusion inpainting, enabling standard relighting.
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LooseRoPE: Content-aware Attention Manipulation for Semantic Harmonization
LooseRoPE modulates RoPE in diffusion attention maps to continuously trade off between preserving a pasted object's identity and harmonizing it with its new surroundings.