A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM)

Dehao Yuan; Cornelia Fermuller; Tahseen Rabbani; Furong Huang; Yiannis Aloimonos

2024 ICML ICML 2024

A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM)

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Computer Vision

Authors

Dehao Yuan, Cornelia Fermuller, Tahseen Rabbani, Furong Huang, Yiannis Aloimonos

Topics

Machine Learning > Core Methods > Representation Learning Deep Learning > Architectures > Neural Networks Computer Vision > Analysis > 3D Vision

Keywords

point cloud kernel mixture efficiency local geometry encoding reconstruction vectorization

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