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Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings


Sep 13, 2022
Zhen Yu, Toan Nguyen, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge

* in The 25th International Conference on Medical Image Computing and Computer Assisted Intervention 

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Statistical Foundation Behind Machine Learning and Its Impact on Computer Vision


Sep 06, 2022
Lei Zhang, Heung-Yeung Shum


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Maximizing the Use of Environmental Constraints: A Pushing-Based Hybrid Position/Force Assembly Skill for Contact-Rich Tasks


Aug 12, 2022
Yunlei Shi, Zhaopeng Chen, Lin Cong, Yansong Wu, Martin Craiu-Muller, Chengjie Yuan, Chunyang Chang, Lei Zhang, Jianwei Zhang

* 6 pages, Published in: 2021 IEEE International Conference on Robotics and Biomimetics (ROBIO) 

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Language Supervised Training for Skeleton-based Action Recognition


Aug 10, 2022
Wangmeng Xiang, Chao Li, Yuxuan Zhou, Biao Wang, Lei Zhang


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Spatiotemporal Self-attention Modeling with Temporal Patch Shift for Action Recognition


Jul 27, 2022
Wangmeng Xiang, Chao Li, Biao Wang, Xihan Wei, Xian-Sheng Hua, Lei Zhang

* Accepted by ECCV22 

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Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges


Jul 24, 2022
Lei Zhang, Guanyu Gao, Huaizheng Zhang


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Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture


Jul 21, 2022
Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang


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A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration


Jul 21, 2022
Ming Liu, Yuxiang Wei, Xiaohe Wu, Wangmeng Zuo, Lei Zhang

* 25 pages, 11 figures 

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Box-supervised Instance Segmentation with Level Set Evolution


Jul 19, 2022
Wentong Li, Wenyu Liu, Jianke Zhu, Miaomiao Cui, Xiansheng Hua, Lei Zhang

* 17 page, 4figures, ECCV2022 

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Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection


Jul 17, 2022
Lei Zhang, Yuxuan Sun, Wei Wei


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