Neural networks : the official journal of the International Neural Network Society
Bridging geometry-coherent text-to-3D generation with multiview diffusion priors and Gaussian Splatting.
Feng Yang, Wenliang Qian, Wangmeng Zuo, Hui Li
Published: 202510.1016/j.neunet.2025.108511
Abstract
Score distillation sampling leverages pretrained two-dimensional diffusion models to advance text-to-three-dimensional (3D) generation; however, it neglects multiview correlations, which leads to geometric inconsistencies and multiface artifacts. Her…
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