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Chao Chen

Robotics Institute, University of Michigan, Ann Arbor

A Robust Object Encoding Method


May 01, 2021
Kuan Xu, Chen Wang, Chao Chen, Wei Wu


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NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering


Apr 15, 2021
Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang


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Synthesizing MR Image Contrast Enhancement Using 3D High-resolution ConvNets


Apr 13, 2021
Chao Chen, Catalina Raymond, Bill Speier, Xinyu Jin, Timothy F. Cloughesy, Dieter Enzmann, Benjamin M. Ellingson, Corey W. Arnold

* Technical paper submitted to IEEE TMI, Code is available at \url{https://github.com/chenchao666/Contrast-enhanced-MRI-Synthesis

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Contrast-enhanced MRI Synthesis Using 3D High-Resolution ConvNets


Apr 04, 2021
Chao Chen, Catalina Raymond, Bill Speier, Xinyu Jin, Timothy F. Cloughesy, Dieter Enzmann, Benjamin M. Ellingson, Corey W. Arnold

* Technical paper submitted to IEEE TMI, Code is available at \url{https://github.com/chenchao666/Contrast-enhanced-MRI-Synthesis

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Learning with Feature-Dependent Label Noise: A Progressive Approach


Mar 27, 2021
Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen

* ICLR 2021 (Spotlight) 

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Topology-Aware Segmentation Using Discrete Morse Theory


Mar 18, 2021
Xiaoling Hu, Yusu Wang, Li Fuxin, Dimitris Samaras, Chao Chen

* 19 pages, 11 figures 

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Persistence Homology for Link Prediction: An Interactive View


Feb 20, 2021
Zuoyu Yan, Tengfei Ma, Liangcai Gao, Zhi Tang, Chao Chen


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Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey


Feb 16, 2021
Yuantian Miao, Chao Chen, Lei Pan, Qing-Long Han, Jun Zhang, Yang Xiang

* Under 3rd round review of ACM Computing Surveys 

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Stability of SGD: Tightness Analysis and Improved Bounds


Feb 10, 2021
Yikai Zhang, Wenjia Zhang, Sammy Bald, Vamsi Pingali, Chao Chen, Mayank Goswami


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Training Federated GANs with Theoretical Guarantees: A Universal Aggregation Approach


Feb 09, 2021
Yikai Zhang, Hui Qu, Qi Chang, Huidong Liu, Dimitris Metaxas, Chao Chen


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Differentiable Nonparametric Belief Propagation


Jan 15, 2021
Anthony Opipari, Chao Chen, Shoutian Wang, Jana Pavlasek, Karthik Desingh, Odest Chadwicke Jenkins

* 12 pages, 9 figures 

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Localization in the Crowd with Topological Constraints


Dec 23, 2020
Shahira Abousamra, Minh Hoai, Dimitris Samaras, Chao Chen

* AAAI 2021 

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A Topological Filter for Learning with Label Noise


Dec 09, 2020
Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris Metaxas, Chao Chen

* NeurIPS 2020 

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Human-in-the-loop Cueing Strategy for Gait Rehabilitation


Nov 27, 2020
Tina LY Wu, Anna Murphy, Chao Chen, Dana Kulic

* 8 pages, 10 figures. It has been submitted to IEEE Robotics and Automation Letters (RA-L) 2021 

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Error-Bounded Correction of Noisy Labels


Nov 19, 2020
Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris Metaxas, Chao Chen


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Automated Iterative Training of Convolutional Neural Networks for Tree Skeleton Segmentation


Oct 16, 2020
Keenan Granland, Rhys Newbury, David Ting, Chao Chen


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Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning


Oct 14, 2020
Zijue Chen, David Ting, Rhys Newbury, Chao Chen


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Deep Variational Instance Segmentation


Jul 22, 2020
Jialin Yuan, Chao Chen, Li Fuxin


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Object Tracking by Least Spatiotemporal Searches


Jul 18, 2020
Zhiyong Yu, Lei Han, Chao Chen, Wenzhong Guo, Zhiwen Yu


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Learn distributed GAN with Temporary Discriminators


Jul 17, 2020
Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris Metaxas

* Accepted by ECCV2020. Code: https://github.com/huiqu18/TDGAN-PyTorch 

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DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images


Jul 12, 2020
Zhizhong Han, Chao Chen, Yu-Shen Liu, Matthias Zwicker

* Accepted at ICML2020 

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End-to-End AI-Based Point-of-Care Diagnosis System for Classifying Respiratory Illnesses and Early Detection of COVID-19


Jun 28, 2020
Abdelkader Nasreddine Belkacem, Sofia Ouhbi, Abderrahmane Lakas, Elhadj Benkhelifa, Chao Chen


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Local Causal Structure Learning and its Discovery Between Type 2 Diabetes and Bone Mineral Density


Jun 27, 2020
Wei Wang, Gangqiang Hu, Bo Yuan, Shandong Ye, Chao Chen, YaYun Cui, Xi Zhang, Liting Qian


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Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data


Jun 14, 2020
Qi Chang, Hui Qu, Yikai Zhang, Mert Sabuncu, Chao Chen, Tong Zhang, Dimitris Metaxas

* The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, pp. 13856-13866 

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Attention-Guided Discriminative Region Localization for Bone Age Assessment


May 30, 2020
Chao Chen, Zhihong Chen1, Xinyu Jin, Lanjuan Li, William Speier, Corey W. Arnold2

* codes are available at \url{https://github.com/chenchao666/Bone-Age-Assessment

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Rigorous Explanation of Inference on Probabilistic Graphical Models


Apr 21, 2020
Yifei Liu, Chao Chen, Xi Zhang, Sihong Xie


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Real-Time Fruit Recognition and Grasping Estimation for Autonomous Apple Harvesting


Apr 05, 2020
Hanwen Kang, Chao Chen


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Real-time Fruit Recognition and Grasp Estimation for Autonomous Apple harvesting


Mar 30, 2020
Hanwen Kang, Chao Chen


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