Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splatting

Jinbo Yan; Rui Peng; Zhiyan Wang; Luyang Tang; Jiayu Yang; Jie Liang; Jiahao Wu; Ronggang Wang

doi:10.1109/cvpr52734.2025.01540

CVPR2025Top-tier venue

Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splatting

Jinbo Yan, Rui Peng, Zhiyan Wang, Luyang Tang, Jiayu Yang, Jie Liang, Jiahao Wu, Ronggang Wang

arXiv DOI Publisher

2025Year

17Top-tier citations

Abstract

tions, demonstrating that our approach can achieve streaming with a average per-frame reconstruction time of 2s+, alongside a enhancement in view synthesis quality.

previous key-frame target frame 𝑑𝑑𝜇𝜇, 𝑑𝑑𝑑𝑑𝑑𝑑𝑑𝑑

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Cited by top-tier papers17

ReCon-GS: Continuum-Preserved Gaussian Streaming for Fast and Compact Reconstruction of Dynamic ScenesJiaye Fu, Qiankun Gao, Chengxiang Wen, Yanmin Wu et al.NeurIPS 2025 · 12 citations
Motion Matters: Compact Gaussian Streaming for Free-Viewpoint Video ReconstructionJiacong Chen, Qingyu Mao, Youneng Bao, Xiandong Meng et al.NeurIPS 2025 · 7 citations
LocalDyGS: Multi-view Global Dynamic Scene Modeling via Adaptive Local Implicit Feature DecouplingJiahao Wu, Rui Peng, Jianbo Jiao, Jiayu Yang et al.ICCV 2025 · 6 citations
LongSplat: Online Generalizable 3D Gaussian Splatting from Long Sequence ImagesGuichen Huang, Ruoyu Wang, Xiangjun Gao, Che Sun et al.AAAI 2026 · 6 citations
EA3D: Online Open-World 3D Object Extraction from Streaming VideosXiaoyu Zhou, Jingqi Wang, Yuang Jia, Yongtao Wang et al.NeurIPS 2025 · 5 citations

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3D Gaussian Splatting for Real-Time Radiance Field RenderingBernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, George DrettakisSIGGRAPH 2023 · 5,687 citations
Scalable Diffusion Models with TransformersWilliam Peebles, Saining XieICCV 2023 · 5,568 citations
Instant neural graphics primitives with a multiresolution hash encodingThomas Müller, Alex Evans, Christoph Schied, Alexander KellerSIGGRAPH 2022 · 4,089 citations
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance FieldsJonathan T. Barron, Ben Mildenhall, Matthew Tancik, Peter Hedman et al.ICCV 2021 · 2,700 citations
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance FieldsJonathan T. Barron, Ben Mildenhall, Dor Verbin, Pratul P. Srinivasan et al.CVPR 2022 · 1,603 citations

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