Author

Hao-Zheng Yu

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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

WildFin: An In-the-Wild Dataset for Fish Behavioral Recognition

This work introduces WildFin, a novel benchmark for fish behavior recognition collected and annotated by ecologists, and benchmark modern vision foundation models and quantify tradeoffs between static and spatiotemporal architectures, revealing the substantial gap between current model capabilities and the demands of r...

Abigail G. Grassick, Jerome Tze-Hou Hsu, Ethan Lin et al. · 0 citations