GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D

We introduce a pioneering approach to self-supervised learning for point clouds, employing a geometrically informed mask selection strategy called GeoMask3D (GM3D) to boost the efficiency of Masked Auto Encoders (MAE). Unlike the conventional method of random masking, our technique utilizes a teache...

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Hauptverfasser:	Bahri, Ali, Yazdanpanah, Moslem, Noori, Mehrdad, Cheraghalikhani, Milad, Hakim, Gustavo Adolfo Vargas, Osowiechi, David, Beizaee, Farzad, Ayed, Ismail Ben, Desrosiers, Christian
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
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