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Xin Chen

Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI


Aug 03, 2021
Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen

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* Accepted for publication at 25th Annual Conference on Medical Image Understanding and Analysis (MIUA 2021) 
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Neural Free-Viewpoint Performance Rendering under Complex Human-object Interactions


Aug 03, 2021
Guoxing Sun, Xin Chen, Yizhang Chen, Anqi Pang, Pei Lin, Yuheng Jiang, Lan Xu, Jingya Wang, Jingyi Yu

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* Accepted by ACM MM 2021 
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Template-based Chatbot for Agriculture Related FAQs


Jul 30, 2021
Daping Zhang, Xin Chen, Yujia Zhang, Shihan Qin

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* we need to make some revisions about the project to improve a bit 
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Few-shot Neural Human Performance Rendering from Sparse RGBD Videos


Jul 14, 2021
Anqi Pang, Xin Chen, Haimin Luo, Minye Wu, Jingyi Yu, Lan Xu

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* 6 pages, 7 figures 
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POLAR: A Polynomial Arithmetic Framework for Verifying Neural-Network Controlled Systems


Jul 07, 2021
Chao Huang, Jiameng Fan, Xin Chen, Wenchao Li, Qi Zhu

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Physical Layer Security for NOMA-Enabled Multi-Access Edge Computing Wireless Networks


Jul 03, 2021
Yating Wen, Tong-Xing Zheng, Yongxia Tong, Hao-Wen Liu, Xin Chen, Pengcheng Mu, Hui-Ming Wang

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* 6 pages, 3 figures, and Accepted to present at IEEE/CIC ICCC 2021 
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Interior point search for nonparametric image segmentation


Jun 11, 2021
Sinan Onal, Xin Chen, Madagedara Maduka Balasooriya

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* 8 pages 
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TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search


May 25, 2021
Yawen Duan, Xin Chen, Hang Xu, Zewei Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

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* Published at CVPR 2021. 8 pages main paper, 13 pages in total 
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SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos


Apr 26, 2021
Xin Chen, Anqi Pang, Wei Yang, Yuexin Ma, Lan Xu, Jingyi Yu

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* 18 pages, 13 figures 
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ChallenCap: Monocular 3D Capture of Challenging Human Performances using Multi-Modal References


Mar 29, 2021
Yannan He, Anqi Pang, Xin Chen, Han Liang, Minye Wu, Yuexin Ma, Lan Xu

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Transformer Tracking


Mar 29, 2021
Xin Chen, Bin Yan, Jiawen Zhu, Dong Wang, Xiaoyun Yang, Huchuan Lu

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* Accepted by CVPR2021 
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Reinforcement Learning for Decision-Making and Control in Power Systems: Tutorial, Review, and Vision


Feb 05, 2021
Xin Chen, Guannan Qu, Yujie Tang, Steven Low, Na Li

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Optimal Clustering in Anisotropic Gaussian Mixture Models


Jan 18, 2021
Xin Chen, Anderson Y. Zhang

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Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification


Dec 09, 2020
Yadong Zhang, Xin Chen


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Object-Driven Active Mapping for More Accurate Object Pose Estimation and Robotic Grasping


Dec 03, 2020
Yanmin Wu, Yunzhou Zhang, Delong Zhu, Xin Chen, Sonya Coleman, Wenkai Sun, Xinggang Hu, Zhiqiang Deng

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* Submission to ICRA2021. Project page: https://yanmin-wu.github.io/project/active-mapping/ 
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Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction


Nov 25, 2020
Anzhu Yu, Wenyue Guo, Bing Liu, Xin Chen, Xin Wang, Xuefeng Cao, Bingchuan Jiang

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Multi-feature driven active contour segmentation model for infrared image with intensity inhomogeneity


Nov 25, 2020
Qinyan Huang, Weiwen Zhou, Minjie Wan, Xin Chen, Qian Chen, Guohua Gu


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Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction


Oct 22, 2020
Yingheng Wang, Yaosen Min, Xin Chen, Ji Wu

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Online Learning and Distributed Control for Residential Demand Response


Oct 11, 2020
Xin Chen, Yingying Li, Jun Shimada, Na Li

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Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap


Aug 05, 2020
Lingxi Xie, Xin Chen, Kaifeng Bi, Longhui Wei, Yuhui Xu, Zhengsu Chen, Lanfei Wang, An Xiao, Jianlong Chang, Xiaopeng Zhang, Qi Tian

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* 24 pages, 3 figures, 2 tables, meta data updated 
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Balancing Common Treatment and Epidemic Control in Medical Procurement during COVID-19: Transform-and-Divide Evolutionary Optimization


Aug 02, 2020
Yu-Jun Zheng, Xin Chen, Tie-Er Gan, Min-Xia Zhang, Wei-Guo Sheng, Ling Wang

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CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search


Jul 22, 2020
Xin Chen, Yawen Duan, Zewei Chen, Hang Xu, Zihao Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

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* Published at ECCV2020 
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GOLD-NAS: Gradual, One-Level, Differentiable


Jul 07, 2020
Kaifeng Bi, Lingxi Xie, Xin Chen, Longhui Wei, Qi Tian

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* 14 pages, 5 figures 
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AutoSweep: Recovering 3D Editable Objectsfrom a Single Photograph


May 28, 2020
Xin Chen, Yuwei Li, Xi Luo, Tianjia Shao, Jingyi Yu, Kun Zhou, Youyi Zheng

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* IEEE Transactions on Visualization and Computer Graphics, vol. 26, no. 3, pp. 1466-1475, 1 March 2020 
 * 10 pages, 12 figures 
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