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Xingyu Ni

2 accepted papers

2025

RainyGS: Efficient Rain Synthesis with Physically-Based Gaussian Splatting

CVPR 2025poster

We consider the problem of adding dynamic rain effects to in-the-wild scenes in a physically correct manner. Recent advances in scene modeling have made significant progress, with NeRF and 3DGS techniques emerging as powerful tools for reconstructing complex scenes. However, while effective for nove…

Cited by 1SourcePDFScholar
2025

Synthetic Video Enhances Physical Fidelity in Video Synthesis

ICCV 2025poster

We investigate how to enhance the physical fidelity of video generation models by leveraging synthetic videos generated via standard computer graphics techniques. These rendered videos respect real-world physics -- such as maintaining 3D consistency -- thereby serving as a valuable resource that can…