CVPR Findings2026
UniVerse3D: Emerging Properties of Unified Multimodal Models in 3D Understanding and Generation
Junliang Ye, Zehuan Huang, Yansong Qu, Chunshi Wang, Yunhan Yang, Yang Li, Yawei Luo, Zhuo Chen, Sheng Lu, Jun Zhu, Chunchao Guo
摘要
While unified multimodal models have made progress in the 2D domain, extending this paradigm to 3D remains in its nascent stages, hindered by data scarcity, high generative complexity, and the lack of well-aligned semantic representations. To address these challenges,
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- 3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion ModelsBiao Zhang, Jiapeng Tang, Matthias Nießner, Peter WonkaSIGGRAPH 2023 · 172 次引用
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