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Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier


Nov 21, 2022
Zelin Zang, Lei Shang, Senqiao Yang, Baigui Sun, Stan Z. Li

* 8 pages, 5 figures. arXiv admin note: text overlap with arXiv:2104.03344 by other authors 

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UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection


Jul 08, 2022
Zelin Zang, Yongjie Xu, Yulan Geng, Siyuan Li, Stan Z. Li

* 12 pages, 6 figures 

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DLME: Deep Local-flatness Manifold Embedding


Jul 07, 2022
Zelin Zang, Siyuan Li, Di Wu, Ge Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li

* 12 pages, 7 figures 

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Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN


Jun 01, 2022
Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan. Z. Li

* A preprint reversion (fix typos and update appendix). The source code will be released in https://github.com/Westlake-AI/openmixup 

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GenURL: A General Framework for Unsupervised Representation Learning


Oct 27, 2021
Siyuan Li, Zelin Zang, Di Wu, Zhiyuan Chen, Stan Z. Li

* Preprint with 11 pages, 6 figures 

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Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks


Oct 25, 2021
Zihan Liu, Yun Luo, Zelin Zang, Stan Z. Li


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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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