从单例学习生成3D形状

Aug, 2022

Learning to Generate 3D Shapes from a Single Example

Rundi Wu, Changxi Zheng

TL;DR本文探讨基于生成对抗网络的多尺度模型，在仅有单个参考3D模型的情况下进行学习，而不需要使用大规模的3D数据集或人工标注，从而生成多样化和高质量的3D模型。

Abstract

Existing generative models for 3d shapes are typically trained on a large 3D dataset, often of a specific object category. In this paper, we investigate the deep generative model that learns from only a single re