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Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment


Jun 30, 2021
Di Wu, Siyuan Li, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li


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Unsupervised Deep Manifold Attributed Graph Embedding


Apr 27, 2021
Zelin Zang, Siyuan Li, Di Wu, Jianzhu Guo, Yongjie Xu, Stan Z. Li

* arXiv admin note: text overlap with arXiv:2007.01594 by other authors 

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Consistent Representation Learning for High Dimensional Data Analysis


Dec 01, 2020
Stan Z. Li, Lirong Wu, Zelin Zang


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Deep Manifold Computing and Visualization


Oct 28, 2020
Stan Z. Li, Zelin Zang, Lirong Wu


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Invertible Manifold Learning for Dimension Reduction


Oct 07, 2020
Siyuan Li, Haitao Lin, Zelin Zang, Lirong Wu, Jun Xia, Stan Z. Li

* 18 pages. We propose a novel invertible dimension reduction process for manifold learning with a neural network implementation, and explore the inherent difficulty of manifold learning in real-world secnarios by the way 

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Deep Clustering and Representation Learning that Preserves Geometric Structures


Sep 29, 2020
Lirong Wu, Zicheng Liu, Zelin Zang, Jun Xia, Siyuan Li, Stan. Z Li

* 20 pages 

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Machine Learning for Predictive Deployment of UAVs with Multiple Access


Mar 02, 2020
Linyan Lu, Zhaohui Yang, Mingzhe Chen, Zelin Zang, and Mohammad Shikh-Bahaei


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