Unsupervised Point Cloud Representation Learning With Deep Neural Networks: A Survey

Author:

Xiao Aoran1ORCID,Huang Jiaxing1ORCID,Guan Dayan2ORCID,Zhang Xiaoqin3ORCID,Lu Shijian1ORCID,Shao Ling4ORCID

Affiliation:

1. School of Computer Science and Engineering, Nanyang Technological University, Singapore

2. Mohamed bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, UAE

3. Key Laboratory of Intelligent Informatics for Safety and Emergency of Zhejiang Province, Wenzhou University, Wenzhou, Zhejiang, China

4. UCAS-Terminus AI Lab, University of Chinese Academy of Sciences, Beijing, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference150 articles.

1. Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling

2. Relation-Shape Convolutional Neural Network for Point Cloud Analysis

3. Attention is all you need;vaswani;Proc Adv Neural Inf Process Syst,2017

4. An image is worth 16x16 words: Transformers for image recognition at scale;dosovitskiy;Proc Int Conf Learn Representations,2021

5. Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

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