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DS-MAE: Dual-Siamese masked autoencoders for point cloud analysis

Masked autoencoders (MAEs) have emerged as a powerful self-supervised approach for point cloud analysis. Nevertheless, existing methods often separately focus on global structures or multi-scale features, ignoring their complementary potential. In this paper, we propose a novel dual-Siamese masked a...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Di Shao, Yaping Jing, Xinkui Zhao, Shasha Mao, Lei Lyu, Xiao Liu, Xuequan Lu
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Tsinghua University Press 2025-08-01
Rangatū:Computational Visual Media
Ngā marau:
Urunga tuihono:https://www.sciopen.com/article/10.26599/CVM.2025.9450487
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