SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification

Author:

Huang Siyuan1ORCID,Zhang Bo2ORCID,Shi Botian2ORCID,Li Hongsheng3ORCID,Li Yikang2ORCID,Gao Peng2ORCID

Affiliation:

1. Shanghai Jiaotong University, CUHK MMLab, & Shanghai AI Laboratory, Shanghai, China

2. Shanghai AI Laboratory, Shanghai, China

3. CUHK MMLab & Shanghai AI Laboratory, Hong Kong, Hong Kong

Funder

Science and Technology Commission of Shanghai Municipality

National Key R&D Program of China Project

Publisher

ACM

Reference44 articles.

1. Self-Supervised Learning for Domain Adaptation on Point Clouds

2. Integrating structured biological data by Kernel Maximum Mean Discrepancy

3. Angel X Chang , Thomas Funkhouser , Leonidas Guibas , Pat Hanrahan , Qixing Huang , Zimo Li , Silvio Savarese , Manolis Savva , Shuran Song , Hao Su , 2015 . Shapenet: An information-rich 3d model repository. arXiv preprint arXiv:1512.03012 (2015). Angel X Chang, Thomas Funkhouser, Leonidas Guibas, Pat Hanrahan, Qixing Huang, Zimo Li, Silvio Savarese, Manolis Savva, Shuran Song, Hao Su, et al. 2015. Shapenet: An information-rich 3d model repository. arXiv preprint arXiv:1512.03012 (2015).

4. Wuyang Chen , Zhiding Yu , Shalini De Mello , Sifei Liu, Jose M Alvarez, Zhangyang Wang, and Anima Anandkumar. 2021 . Contrastive syn-to-real generalization. In ICLR. Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, Jose M Alvarez, Zhangyang Wang, and Anima Anandkumar. 2021. Contrastive syn-to-real generalization. In ICLR.

5. ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Push-and-Pull: A General Training Framework With Differential Augmentor for Domain Generalized Point Cloud Classification;IEEE Transactions on Circuits and Systems for Video Technology;2024-08

2. Survey and Performance Analysis on Point Cloud Classification Models;2023 23rd International Conference on Control, Automation and Systems (ICCAS);2023-10-17

3. PLURAL: 3D Point Cloud Transfer Learning via Contrastive Learning With Augmentations;IEEE Transactions on Automation Science and Engineering;2023

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