Author

Xinyi Yang

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Preprint Aug 2026

SMG: Semantic Motion Graph for Monocular Dynamic Gaussian Splatting

Semantic Motion Graph (SMG), a novel approach models the Gaussian motion as the low-rank semantic motion, which achieves state-of-the-art performance on monocular dynamic Gaussian splatting across challenging real-world benchmarks.

Hao-Zheng Yu, Xinyi Yang, Run-Dong Luo et al. · 0 citations

Preprint Aug 2026

InfiniSplat: Implicit Gaussian Decoding for Large-Baseline Monocular View Synthesis

InfiniSplat is presented, a feed-forward single-image 3DGS framework that moves from a pixel-aligned representation toward a surface-aligned representation, and achieves state-of-the-art performance compared with single-image feed-forward baselines, and demonstrates zero-shot generalization from Hypersim indoor synthet...

Jiawei Wang, Hao Yu, Yongzhen Hu et al. · 0 citations