Zhiwen Fan* — accepted AI-conference papers

2024

FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting

Zehao Zhu, Zhiwen Fan*, Yifan Jiang, Zhangyang Wang*

ECCV 2024poster

"Novel view synthesis from limited observations remains a crucial and ongoing challenge. In the realm of NeRF-based few-shot view synthesis, there is often a trade-off between the accuracy of the synthesized view and the efficiency of the 3D representation. To tackle this dilemma, we introduce a Few…

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2024

VersatileGaussian: Real-time Neural Rendering for Versatile Tasks using Gaussian Splatting

Renjie Li, Zhiwen Fan*, Bohua Wang, Peihao Wang, Zhangyang Wang, Xi Wu

ECCV 2024poster

"The acquisition of multi-task (MT) labels in 3D scenes is crucial for a wide range of real-world applications. Traditional methods generally employ an analysis-by-synthesis approach, generating 2D label maps on novel synthesized views, or utilize Neural Radiance Field (NeRF), which concurrently rep…

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