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Test-Time Training for Deformable Multi-Scale Image Registration


Mar 25, 2021
Wentao Zhu, Yufang Huang, Daguang Xu, Zhen Qian, Wei Fan, Xiaohui Xie

* ICRA 2021 
* ICRA 2021; 8 pages, 4 figures, 2 big tables 

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DICE: Deep Significance Clustering for Outcome-Aware Stratification


Jan 07, 2021
Yufang Huang, Kelly M. Axsom, John Lee, Lakshminarayanan Subramanian, Yiye Zhang


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Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer


Oct 02, 2020
Yufang Huang, Wentao Zhu, Deyi Xiong, Yiye Zhang, Changjian Hu, Feiyu Xu

* COLING 2020 

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NeurReg: Neural Registration and Its Application to Image Segmentation


Oct 04, 2019
Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu

* WACV 2020 first round early accept; supplementary https://drive.google.com/file/d/1kzTLQn8cpoQNAYWUDJMtN5HcqhbWbl7G/view?usp=sharing; code will be released soon under NVIDIA open source; demos https://www.youtube.com/watch?v=GYLD7t7dSAg&t=3s 

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Neural Multi-Scale Self-Supervised Registration for Echocardiogram Dense Tracking


Jun 18, 2019
Wentao Zhu, Yufang Huang, Mani A Vannan, Shizhen Liu, Daguang Xu, Wei Fan, Zhen Qian, Xiaohui Xie

* Blood tracking video: https://youtu.be/pEA6ZmtTNuQ Muscle tracking video: https://youtu.be/NvLrCaqCiAE 

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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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DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection


May 26, 2018
Wentao Zhu, Yeeleng S. Vang, Yufang Huang, Xiaohui Xie

* MICCAI2018 Early Accept, Code https://github.com/uci-cbcl/DeepEM-for-Weakly-Supervised-Detection.git 

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