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Learngene: From Open-World to Your Learning Task


Jun 12, 2021
Qiufeng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu


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On the Robustness of Average Losses for Partial-Label Learning


Jun 11, 2021
Jiaqi Lv, Lei Feng, Miao Xu, Bo An, Gang Niu, Xin Geng, Masashi Sugiyama


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Learning from Noisy Labels via Dynamic Loss Thresholding


Apr 01, 2021
Hao Yang, Youzhi Jin, Ziyin Li, Deng-Bao Wang, Lei Miao, Xin Geng, Min-Ling Zhang


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Compact Learning for Multi-Label Classification


Sep 18, 2020
Jiaqi Lv, Tianran Wu, Chenglun Peng, Yunpeng Liu, Ning Xu, Xin Geng


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Provably Consistent Partial-Label Learning


Jul 17, 2020
Lei Feng, Jiaqi Lv, Bo Han, Miao Xu, Gang Niu, Xin Geng, Bo An, Masashi Sugiyama


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Learning Expectation of Label Distribution for Facial Age and Attractiveness Estimation


Jul 03, 2020
Bin-Bin Gao, Xin-Xin Liu, Hong-Yu Zhou, Jianxin Wu, Xin Geng

* submitted to Pattern Recognition 

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Progressive Identification of True Labels for Partial-Label Learning


Feb 19, 2020
Jiaqi Lv, Miao Xu, Lei Feng, Gang Niu, Xin Geng, Masashi Sugiyama


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A Context-and-Spatial Aware Network for Multi-Person Pose Estimation


May 14, 2019
Dongdong Yu, Kai Su, Xin Geng, Changhu Wang


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Multi-Person Pose Estimation with Enhanced Channel-wise and Spatial Information


May 09, 2019
Kai Su, Dongdong Yu, Zhenqi Xu, Xin Geng, Changhu Wang

* Accepted by CVPR 2019 

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Multi-Label Learning with Label Enhancement


Jul 07, 2017
Ruifeng Shao, Xin Geng, Ning Xu


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Deep Label Distribution Learning with Label Ambiguity


May 10, 2017
Bin-Bin Gao, Chao Xing, Chen-Wei Xie, Jianxin Wu, Xin Geng

* IEEE Transactions on Image Processing 26(6), 2017:2825-2838 
* Accepted by IEEE TIP 2017. Projects page, see http://lamda.nju.edu.cn/gaobb/projects/DLDL.html 

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Label Distribution Learning


Apr 05, 2016
Xin Geng


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