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Jan, 2025
一致性流动蒸馏用于文本到3D生成
Consistent Flow Distillation for Text-to-3D Generation
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Runjie Yan, Yinbo Chen, Xiaolong Wang
TL;DR
本研究解决了当前文本到3D生成中，由于最大似然寻求行为导致的视觉质量和多样性下降的问题。通过引入一致性流动蒸馏（CFD）方法，利用多视角一致的高斯噪声来提升3D生成质量，实验结果表明CFD在文本到3D生成方面显著优于以往方法。
Abstract
Score Distillation Sampling
(SDS) has made significant strides in distilling image-generative models for
3D Generation
. However, its maximum-likelihood-seeking behavior often leads to degraded visual quality and
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