Neural networks : the official journal of the International Neural Network SocietySemanticsNeural NetworksComputerHumansAlgorithms
Dynamic routing towards few-shot point cloud semantic segmentation.
Guangqi Jiang, Zhengyao Li, Gengshen Wu, Yi Liu, Shoukun Xu
Published: 202610.1016/j.neunet.2025.108231
Abstract
Current 3D point-cloud semantic segmentation employs few-shot learning to lessen reliance on large-scale data. Previous prototype-based methods typically extract and refine prototypes from support and query sets, which are followed by the cosine simi…
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