VQ-DcTr: Vector-Quantized Autoencoder With Dual-channel Transformer Points Splitting for 3D Point Cloud Completion

Author:

Fei Ben1,Yang Weidong1,Chen Wen-Ming1,Ma Lipeng1

Affiliation:

1. Fudan university, shanghai, China

Publisher

ACM

Reference65 articles.

1. Ming Ding , Zhuoyi Yang , Wenyi Hong , Wendi Zheng , Chang Zhou , Da Yin , Junyang Lin , Xu Zou , Zhou Shao , Hongxia Yang , 2021 . Cogview: Mastering Text-to-image Generation via Transformers . Advances in Neural Information Processing Systems , Vol. 34 (2021). Ming Ding, Zhuoyi Yang, Wenyi Hong, Wendi Zheng, Chang Zhou, Da Yin, Junyang Lin, Xu Zou, Zhou Shao, Hongxia Yang, et al. 2021. Cogview: Mastering Text-to-image Generation via Transformers. Advances in Neural Information Processing Systems, Vol. 34 (2021).

2. Alexey Dosovitskiy , Lucas Beyer , Alexander Kolesnikov , Dirk Weissenborn , Xiaohua Zhai , Thomas Unterthiner , Mostafa Dehghani , Matthias Minderer , Georg Heigold , Sylvain Gelly , 2020 . An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. arXiv preprint arXiv:2010.11929 (2020). Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al. 2020. An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. arXiv preprint arXiv:2010.11929 (2020).

3. Taming Transformers for High-Resolution Image Synthesis

4. Ben Fei , Weidong Yang , Wenming Chen , Zhijun Li , Yikang Li , Tao Ma , Xing Hu , and Lipeng Ma. 2022. Comprehensive Review of Deep Learning-Based 3D Point Clouds Completion Processing and Analysis. arXiv preprint arXiv:2203.03311 ( 2022 ). Ben Fei, Weidong Yang, Wenming Chen, Zhijun Li, Yikang Li, Tao Ma, Xing Hu, and Lipeng Ma. 2022. Comprehensive Review of Deep Learning-Based 3D Point Clouds Completion Processing and Analysis. arXiv preprint arXiv:2203.03311 (2022).

5. Menghao Guo , Junxiong Cai , Zhengning Liu , Taijiang Mu , Ralph R Martin , and Shimin Hu . 2020 . PCT: Point Cloud Transformer. arXiv preprint arXiv:2012.09688 (2020). Menghao Guo, Junxiong Cai, Zhengning Liu, Taijiang Mu, Ralph R Martin, and Shimin Hu. 2020. PCT: Point Cloud Transformer. arXiv preprint arXiv:2012.09688 (2020).

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2. Curriculumformer: Taming Curriculum Pre-Training for Enhanced 3-D Point Cloud Understanding;IEEE Transactions on Neural Networks and Learning Systems;2024

3. Learning Geometric Transformation for Point Cloud Completion;International Journal of Computer Vision;2023-06-08

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