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Author

Dingwen Zhang

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Oct 2026

MaskGaussian++: Probabilistic Masks for General 3D Gaussian Representation.

While 3D Gaussian Splatting (3DGS) has demonstrated remarkable performance in novel view synthesis and realtime rendering, the high memory consumption due to the use of millions of Gaussians limits its practicality. To mitigate this issue, improvements have been made by pruning unnecessary Gaussians, either through a h...

Yi-Fei Liu, Yuan-Yuan Gao, Yi-Fan Zhan et al. · 0 citations
Jul 2026

IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer

Experiments on 3D reconstruction, pose estimation, instance spatial tracking, and open-vocabulary segmentation demonstrate that IGGT4D outperforms existing streaming baselines while maintaining scalable online inference for long dynamic sequences.

Zheng-Yu Zou, Hao Li, Kuixuan Jiao et al. · 1 citation

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