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On Universal Black-Box Domain Adaptation


Apr 10, 2021
Bin Deng, Yabin Zhang, Hui Tang, Changxing Ding, Kui Jia


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Vicinal and categorical domain adaptation


Mar 05, 2021
Hui Tang, Kui Jia

* Pattern Recognition, Volume 115, July 2021, 107907 
* Accepted by Pattern Recognition 

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Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering


Dec 08, 2020
Hui Tang, Xiatian Zhu, Ke Chen, Kui Jia, C. L. Philip Chen

* Journal extension of our preliminary CVPR conference paper, under review, 16 pages, 8 figures, 12 tables 

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Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images


May 28, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos

* Presented at Med-NeurIPS 2019 

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Partly Supervised Multitask Learning


May 05, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos

* 10 pages, 8 figures, 3 tables 

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Analysis of Scoliosis From Spinal X-Ray Images


Apr 15, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos

* 6 pages, 6 figures, 3 tables 

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Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering


Mar 19, 2020
Hui Tang, Ke Chen, Kui Jia

* 14 pages, 5 figures, 8 tables, accepted by CVPR2020 - Oral 

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Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice


Feb 20, 2020
Yabin Zhang, Bin Deng, Hui Tang, Lei Zhang, Kui Jia

* The journal manuscript extended significantly from our preliminary CVPR conference paper. Codes are available at: https://github.com/YBZh/MultiClassDA 

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Discriminative Adversarial Domain Adaptation


Dec 17, 2019
Hui Tang, Kui Jia

* 18 pages, 10 figures, 12 tables, accepted by AAAI-20 

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Shape-Aware Organ Segmentation by Predicting Signed Distance Maps


Dec 09, 2019
Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang

* AAAI 2020 

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Object-Guided Instance Segmentation for Biological Images


Nov 20, 2019
Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan

* accepted to AAAI2020 

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Domain-Symmetric Networks for Adversarial Domain Adaptation


Apr 09, 2019
Yabin Zhang, Hui Tang, Kui Jia, Mingkui Tan

* To appear in CVPR 2019 

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Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation


Nov 27, 2018
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Xiaohui Xie, Yen-Yu Lin, Wei Fan


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3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes


Sep 24, 2018
Ken C. L. Wong, Mehdi Moradi, Hui Tang, Tanveer Syeda-Mahmood

* Accepted by the International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2018 (oral presentation, acceptance rate 4%) 

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AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation


Aug 15, 2018
Wentao Zhu, Yufang Huang, Hui Tang, Zhen Qian, Nan Du, Wei Fan, Xiaohui Xie

* 8 figures, 4 videos in GitHub and YouTube. Submitted to Medical Physics. Code and videos are available on GitHub. Video: https://www.youtube.com/watch?v=_PpIUIm4XLU 

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Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data


Jul 28, 2018
Yabin Zhang, Hui Tang, Kui Jia

* Accepted to ECCV 2018, Source code available at: https://github.com/YabinZhang1994/MetaFGNet, European Conference on Computer Vision (ECCV), 2018 

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