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Synthetic Sample Selection via Reinforcement Learning

Aug 26, 2020
Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer Antani, Zhiyun Xue, Keith Cheng, Xiaolei Huang

* MICCAI2020 

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SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos

Jul 16, 2020
Haomiao Ni, Yuan Xue, Qian Zhang, Xiaolei Huang

* MICCAI 2020 

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Learning Unstable Dynamical Systems with Time-Weighted Logarithmic Loss

Jul 10, 2020
Kamil Nar, Yuan Xue, Andrew M. Dai


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Semi-Supervised Cervical Dysplasia Classification With Learnable Graph Convolutional Network

Apr 01, 2020
Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, Xiaolei Huang

* ISBI 2020 

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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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Learning Structure-Appearance Joint Embedding for Indoor Scene Image Synthesis

Dec 09, 2019
Yuan Xue, Zihan Zhou, Xiaolei Huang


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Selective Synthetic Augmentation with Quality Assurance

Dec 09, 2019
Yuan Xue, Jiarong Ye, Rodney Long, Sameer Antani, Zhiyun Xue, Xiaolei Huang


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Deep Physiological State Space Model for Clinical Forecasting

Dec 04, 2019
Yuan Xue, Denny Zhou, Nan Du, Andrew Dai, Zhen Xu, Kun Zhang, Claire Cui


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Modelling EHR timeseries by restricting feature interaction

Nov 14, 2019
Kun Zhang, Yuan Xue, Gerardo Flores, Alvin Rajkomar, Claire Cui, Andrew M. Dai

* Machine Learning for Health (ML4H) at NeurIPS 2019 - Extended Abstract 

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Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification

Jul 24, 2019
Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang

* MICCAI 2019 

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Graph Convolutional Transformer: Learning the Graphical Structure of Electronic Health Records

Jun 28, 2019
Edward Choi, Zhen Xu, Yujia Li, Michael W. Dusenberry, Gerardo Flores, Yuan Xue, Andrew M. Dai


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Thoracic Disease Identification and Localization with Limited Supervision

Jun 20, 2018
Zhe Li, Chong Wang, Mei Han, Yuan Xue, Wei Wei, Li-Jia Li, Li Fei-Fei

* Conference on Computer Vision and Pattern Recognition 2018 (CVPR 2018). V1: CVPR submission; V2: +supplementary; V3: CVPR camera-ready; V4: correction, update reference baseline results according to their latest post; V5: minor correction; V6: Identification results using NIH data splits and various image models 

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SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation

Jul 16, 2017
Yuan Xue, Tao Xu, Han Zhang, Rodney Long, Xiaolei Huang


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