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News/Mitigating Positional Leakage in 3D Masked Autoencoders for Robust Representation Learning
arxiv
PublishedJuly 1, 2026 at 4:00 AM

Mitigating Positional Leakage in 3D Masked Autoencoders for Robust Representation Learning

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arXiv:2606.31570v1 Announce Type: cross Abstract: Masked autoencoding has emerged as a prominent paradigm for self-supervised learning on 3D point clouds, achieving competitive performance across downstream tasks. Unlike its 2D counterpart, 3D masked autoencoding directly reconstructs spatial coordi

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