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#artificial intelligence Preprint Sep 2026

ClearGS: Reliability-Aware Gaussian Splatting from Handheld Videos

This work presents ClearGS for 3D Gaussian Splatting (3DGS), which achieves state-of-the-art overall performance, with consistent CLIP-IQA and MUSIQ gains and LPIPS reductions in most degradation settings, without paired sharp supervision or matched clean references.

Xuan-Zhi Liu, Xinyi Wu, Hang-Hai Pan et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Spackle: Completing Large View Single Image NVS with Adaptive Gaussians

Single-image novel view synthesis (NVS) enables photorealistic rendering of un- observed viewpoints from a single input. Practical NVS systems require two key capabilities: robust reconstruction of occluded regions and high inference effi- ciency. While hybrid decoupled frameworks combining feedforward 3D Gaussian Spla...

Xuan-Zhi Liu, Yu-He Zhou, Xinyi Wu et al. · 0 citations

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