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Author

Zhenhua Du

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Sep 2026

VIP-GS: Enhancing Sparse Novel View Synthesis via In-Place Virtual Viewpoint Inpainting.

A few-shot 3DGS framework that leverages scene-adapted generative priors gated by multi-view geometric consistency to enhance the reconstruction quality for both interpolated and extrapolated views given limited observing viewpoints is proposed.

Hao-Yu Zhang, Shuai-Feng Zhi, Zhen-Hua Du et al. · 0 citations
Jun 2026

Walking in the Implicit: Interactive World Exploration via Neural Scene Representation

Walking in the Implicit, a scene-centric paradigm that changes the rollout variable from frame latents to a fixed-length, renderable implicit state, termed Neural Implicit Scene (NIS), factorizes interactive generation into stochastic transition of a compact scene state and deterministic pose-conditioned rendering give...

Zhiqi Li, Chengrui Dong, Zhenhua Du et al. · 0 citations

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