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Author

Wanshui Gan

2 papers indexed here

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Preprint Aug 2026

MegaParts: Scaling Part-Aware 3D Object Generation to 300 Parts via Token-Efficient Autoregressive Modeling

Part-aware 3D object generation is essential for graphics applications such as controllable modeling, editing, and articulation, where objects are represented as coherent assemblies of semantic parts. However, existing part-aware generation methods, do not scale well to highly complex objects. As the number of parts in...

Manwen Liao, Xinyu Lian, Jian Mao et al. · 0 citations
Preprint Aug 2026

OccAnyScene: Towards Unified Indoor-Outdoor 3D Occupancy Prediction

OccAnyScene is proposed, a pixel-frustum-centered Gaussian framework built upon a pretrained depth foundation model which employs Pixel-Aligned Frustum Feature Aggregation to construct a camera-aware frustum query for each feature pixel, and Frustum-Parameterized Gaussian Construction to decode each query into multiple...

Junjie Liu, Wan-Shui Gan, Zi-Tong Dai et al. · 0 citations

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