TL;DR
- InfiniSplat v2 reconstructs 3D Gaussian scenes from arbitrary input views, with or without camera poses.
- A dual-branch architecture freezes geometry and learns Gaussian attributes, with opacity suppressing artifacts from inconsistent points.
- Training with scale-aligned ground-truth cameras and large-angle target views improves rendering under large viewpoint changes.
Demo
Points to Gaussians
PointsGaussians
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Comparison
Application
Large-scale feed-forward reconstruction on KITTI · 1,000+ frames.
Citation
@article{hu2026infinisplatv2,
title={InfiniSplat v2: Analyzing and Improving Feed-Forward 3DGS from Any Views},
author={Hu, Yongzhen and Yu, Hao and Wang, Jiawei and Zeng, Xianming and Xu, Jianyun and Liu, Xingliang and Hu, Ruizhen and Zhou, Xiaowei and Bao, Hujun and Peng, Sida},
journal={arXiv preprint},
eprint={},
year={2026}
}











































