GenPoly : Learning Generalized and Tessellated Shape Priors via 3D Polymorphic Evolving

We introduce GenPoly, a novel generalized 3D prior model designed for multiple 3D generation tasks, focusing on preserving fine details. While previous works learn generalizable representations by decomposing objects into coarse-grained components to reassemble a coherent global structure, this appr...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 31. Juli
1. Verfasser: Liu, Bangzhen (VerfasserIn)
Weitere Verfasser: Yu, Yuyang, Xu, Xuemiao, Xu, Cheng, Zheng, Chenxi, Yang, Haoxin, Huang, Shaoyu, He, Shengfeng
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article