Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis

Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis

4 August 2021

Fayao Liu

Guosheng Lin

Chuan-Sheng Foo

Chaitanya K. Joshi

Papers citing "Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis"

7 / 7 papers shown

Title
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data Sneha Paul Zachary Patterson Nizar Bouguila 29 0 0 21 Sep 2024
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders Xiangdong Zhang Shaofeng Zhang Junchi Yan 3DPC 46 2 0 16 Aug 2024
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation Li Jiang Shaoshuai Shi Zhuotao Tian Xin Lai Shu Liu Chi-Wing Fu Jiaya Jia SSL 3DPC 126 115 0 15 Oct 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 137 267 0 07 Jan 2021
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas J. Guibas Or Litany 3DPC 141 624 0 21 Jul 2020
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 117 194 0 18 Oct 2019
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 191 1,942 0 24 Oct 2016