#点云生成

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EMERGE 1 MedPCFM-TED 1 graph neural networks 1 diffusion models 1 flow matching 1

Stories, products and papers tagged "点云生成", newest first.

Sep 23

Papers Builders09:22

Chinese contentEMERGE:首个SE(3)等变图扩散模型实现分辨率无关点云生成

一个做 3D 点云生成的新扩散架构 EMERGE，用图神经网络替代常规网格化管线，一次训练就能在任意分辨率零样本出结果，做 3D 生成的话可以看看这篇。

#EMERGE #diffusion models #graph neural networks

arXiv cs.AI@Ilias Mitsouras et al. (4)Source

Sep 16

Papers BuildersSelected09:28

MedPCFM-TED: One-Step Point Cloud Flow Matching for Implant Generation

This research presents a new method for generating point cloud models of cranial implants, which is a specialized application in medical imaging. The method is significantly faster than previous approaches, which could be beneficial for applications requiring rapid generation of multiple implant candidates.

#MedPCFM-TED #flow matching

arXiv cs.LG@Kamil Kwarciak, Marek WodzinskiSource