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White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning


Jul 06, 2022
Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Lauren J. O'Donnell

* 11 pages. 3 figures, MICCAI 2022 

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Memory-Based Label-Text Tuning for Few-Shot Class-Incremental Learning


Jul 03, 2022
Jinze Li, Yan Bai, Yihang Lou, Xiongkun Linghu, Jianzhong He, Shaoyun Xu, Tao Bai


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Switchable Representation Learning Framework with Self-compatibility


Jun 16, 2022
Shengsen Wu, Yan Bai, Yihang Lou, Xiongkun Linghu, Jianzhong He, Tao Bai, Ling-Yu Duan


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T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation


Jul 30, 2021
Ruihuang Li, Xu Jia, Jianzhong He, Shuaijun Chen, Qinghua Hu

* 11 pages, 6 figures, International Conference on Computer Vision 

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Multi-Target Domain Adaptation with Collaborative Consistency Learning


Jun 07, 2021
Takashi Isobe, Xu Jia, Shuaijun Chen, Jianzhong He, Yongjie Shi, Jianzhuang Liu, Huchuan Lu, Shengjin Wang

* CVPR 2021 

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Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation


Mar 16, 2021
Jianzhong He, Xu Jia, Shuaijun Chen, Jianzhuang Liu

* CVPR2021 

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Semi-supervised Domain Adaptation based on Dual-level Domain Mixing for Semantic Segmentation


Mar 08, 2021
Shuaijun Chen, Xu Jia, Jianzhong He, Yongjie Shi, Jianzhuang Liu

* CVPR2021 

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Can Semantic Labels Assist Self-Supervised Visual Representation Learning?


Nov 17, 2020
Longhui Wei, Lingxi Xie, Jianzhong He, Jianlong Chang, Xiaopeng Zhang, Wengang Zhou, Houqiang Li, Qi Tian

* 10 pages, 4 figures, 8 tables 

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ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation


Jul 16, 2020
Xinyue Huo, Lingxi Xie, Jianzhong He, Zijie Yang, Qi Tian


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