SemiGMMPoint: Semi-supervised point cloud segmentation based on Gaussian mixture models

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Dynamic Graph CNN for Learning on Point Clouds

Yue Wang, Yongbin Sun, Ziwei Liu et al. · ACM Transactions on Graphics · 2019 · 6.7K citations · Full text

Computing, Computer Science, Computational Geometry +15

Temporal Ensembling for Semi-Supervised Learning

Samuli Laine, Timo Aila · arXiv (Cornell University) · 2016 · 1.5K citations · Full text

Computing, Computer Science, Computer Vision +16

A scalable active framework for region annotation in 3D shape collections

Li Yi, Vladimir G. Kim, Duygu Ceylan et al. · ACM Transactions on Graphics · 2016 · 1.3K citations

Computing, Computer Science, Computational Geometry +15

PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies

Guocheng Qian, Yuchen Li, Houwen Peng et al. · arXiv (Cornell University) · 2022 · 415 citations · Full text

Computing, Computer Science, Computer Vision +16