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MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image


Dec 06, 2021
Xingyu Chen, Yufeng Liu, Yajiao Dong, Xiong Zhang, Chongyang Ma, Yanmin Xiong, Yuan Zhang, Xiaoyan Guo


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Rejoinder: Learning Optimal Distributionally Robust Individualized Treatment Rules


Oct 17, 2021
Weibin Mo, Zhengling Qi, Yufeng Liu

* Journal of the American Statistical Association, 116:534, 699-707 (2021) 

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Efficient Learning of Optimal Individualized Treatment Rules for Heteroscedastic or Misspecified Treatment-Free Effect Models


Sep 06, 2021
Weibin Mo, Yufeng Liu

* accepted by Journal of the Royal Statistical Society, Series B (Statistical Methodology) 

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Improving Robustness for Pose Estimation via Stable Heatmap Regression


May 08, 2021
Yumeng Zhang, Li Chen, Yufeng Liu, Xiaoyan Guo, Wen Zheng, Junhai Yong

* 10 pages, 10 figures 

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Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration


Mar 31, 2021
Xingyu Chen, Yufeng Liu, Chongyang Ma, Jianlong Chang, Huayan Wang, Tian Chen, Xiaoyan Guo, Pengfei Wan, Wen Zheng

* CVPR2021 

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Regressive Domain Adaptation for Unsupervised Keypoint Detection


Mar 10, 2021
Junguang Jiang, Yifei Ji, Ximei Wang, Yufeng Liu, Jianmin Wang, Mingsheng Long


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Learning Optimal Distributionally Robust Individualized Treatment Rules


Jun 26, 2020
Weibin Mo, Zhengling Qi, Yufeng Liu


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High dimensional precision medicine from patient-derived xenografts


Dec 13, 2019
Naim U. Rashid, Daniel J. Luckett, Jingxiang Chen, Michael T. Lawson, Longshaokan Wang, Yunshu Zhang, Eric B. Laber, Yufeng Liu, Jen Jen Yeh, Donglin Zeng, Michael R. Kosorok


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Statistical Analysis of Stationary Solutions of Coupled Nonconvex Nonsmooth Empirical Risk Minimization


Oct 06, 2019
Zhengling Qi, Ying Cui, Yufeng Liu, Jong-Shi Pang


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Adaptive Wasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB


Sep 11, 2019
Yumeng Zhang, Li Chen, Yufeng Liu, Junhai Yong, Wen Zheng


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Estimation of Individualized Decision Rules Based on an Optimized Covariate-Dependent Equivalent of Random Outcomes


Aug 27, 2019
Zhengling Qi, Ying Cui, Yufeng Liu, Jong-Shi Pang


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Simultaneous Clustering and Estimation of Heterogeneous Graphical Models


Jan 12, 2018
Botao Hao, Will Wei Sun, Yufeng Liu, Guang Cheng

* 61 pages. Accepted by Journal of Machine Learning Research 

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Stability Enhanced Large-Margin Classifier Selection


Jan 20, 2017
Will Wei Sun, Guang Cheng, Yufeng Liu

* 38 pages. To appear in Statistica Sinica 

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Joint Estimation of Multiple Dependent Gaussian Graphical Models with Applications to Mouse Genomics


Aug 30, 2016
Yuying Xie, Yufeng Liu, William Valdar


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Large-Margin Classification with Multiple Decision Rules


Nov 19, 2014
Patrick K. Kimes, D. Neil Hayes, J. S. Marron, Yufeng Liu


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