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Yang Chen

Department of Statistics, University of Michigan, Ann Arbor, Michigan Institute for Data Science, University of Michigan, Ann Arbor

LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT

Dec 13, 2020
Yi Zhang, Hu Chen, Wenjun Xia, Yang Chen, Baodong Liu, Yan Liu, Huaiqiang Sun, Jiliu Zhou

* 10 pages, 11 figures 
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Model Selection for Cross-Lingual Transfer using a Learned Scoring Function

Oct 13, 2020
Yang Chen, Alan Ritter


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Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model

Sep 27, 2020
Zhuonan He, Yikun Zhang, Yu Guan, Shanzhou Niu, Yi Zhang, Yang Chen, Qiegen Liu


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FTN: Foreground-Guided Texture-Focused Person Re-Identification

Sep 24, 2020
Donghaisheng Liu, Shoudong Han, Yang Chen, Chenfei Xia, Jun Zhao

* 9 pages,5 figures, 3 tables 
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Remote sensing image fusion based on Bayesian GAN

Sep 20, 2020
Junfu Chen, Yue Pan, Yang Chen


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Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection

Aug 28, 2020
Yang Chen, Nami Ashizawa, Seanglidet Yean, Chai Kiat Yeo, Naoto Yanai


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Homotopic Gradients of Generative Density Priors for MR Image Reconstruction

Aug 14, 2020
Cong Quan, Jinjie Zhou, Yuanzheng Zhu, Yang Chen, Shanshan Wang, Dong Liang, Qiegen Liu


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Self-supervised Light Field View Synthesis Using Cycle Consistency

Aug 12, 2020
Yang Chen, Martin Alain, Aljosa Smolic

* Accepted at MMSP 2020 
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A Study of Efficient Light Field Subsampling and Reconstruction Strategies

Aug 11, 2020
Yang Chen, Martin Alain, Aljosa Smolic

* Accepted at IMVIP 2020 
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Fast and Accurate Optical Flow based Depth Map Estimation from Light Fields

Aug 11, 2020
Yang Chen, Martin Alain, Aljosa Smolic

* Accepted at IMVIP 2017 
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Control Interface for Hands-free Navigation of Standing Mobility Vehicles based on Upper-Body Natural Movements

Aug 03, 2020
Yang Chen, Diego Paez-Granados, Hideki Kadone, Kenji Suzuki

* IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct.25-29, 2020 - Las Vegas, USA 
 * 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses 
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Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images

Aug 03, 2020
Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li


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SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization

Jul 30, 2020
Jiazhi Xia, Tianxiang Chen, Lei Zhang, Wei Chen, Yang Chen, Xiaolong Zhang, Cong Xie, Tobias Schreck

* 12 pages, 10 figures. Conditionally accepted by VAST 2020 
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Marginal loss and exclusion loss for partially supervised multi-organ segmentation

Jul 08, 2020
Gonglei Shi, Li Xiao, Yang Chen, S. Kevin Zhou


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Progressively Unfreezing Perceptual GAN

Jun 18, 2020
Jinxuan Sun, Yang Chen, Junyu Dong, Guoqiang Zhong


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Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer

May 28, 2020
Yang Chen, Zongqing Lu, Xuechen Zhang, Lei Chen, Qingmin Liao

* Accepted by IEEE ICIP 2020 
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Niose-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer

May 18, 2020
Yang Chen, Zongqing Lu, Xuechen Zhang, Lei Chen, Qinming Liao

* Accepted by IEEE ICIP 2020 
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Learning Generalized Spoof Cues for Face Anti-spoofing

May 08, 2020
Haocheng Feng, Zhibin Hong, Haixiao Yue, Yang Chen, Keyao Wang, Junyu Han, Jingtuo Liu, Errui Ding

* 16 pages 
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A Focused Study to Compare Arabic Pre-training Models on Newswire IE Tasks

Apr 30, 2020
Wuwei Lan, Yang Chen, Wei Xu, Alan Ritter


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TPPO: A Novel Trajectory Predictor with Pseudo Oracle

Feb 04, 2020
Biao Yang, Guocheng Yan, Pin Wang, Ching-yao Chan, Xiaofeng Liu, Yang Chen

* 12 pages, 6 figures, 3 tables. arXiv admin note: substantial text overlap with arXiv:2002.00391 
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A Novel Graph based Trajectory Predictor with Pseudo Oracle

Feb 02, 2020
Biao Yang, Guocheng Yan, Pin Wang, Chingyao Chan, Xiaofeng Liu, Yang Chen

* 13 apges, 6 figures 
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Data Techniques For Online End-to-end Speech Recognition

Jan 24, 2020
Yang Chen, Weiran Wang, I-Fan Chen, Chao Wang

* 5 pages, 1 figure 
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Semi-supervised ASR by End-to-end Self-training

Jan 24, 2020
Yang Chen, Weiran Wang, Chao Wang

* 5 pages, 3 figures 
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Active Learning over DNN: Automated Engineering Design Optimization for Fluid Dynamics Based on Self-Simulated Dataset

Jan 23, 2020
Yang Chen


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Interpreting LSTM Prediction on Solar Flare Eruption with Time-series Clustering

Dec 27, 2019
Hu Sun, Ward Manchester, Zhenbang Jiao, Xiantong Wang, Yang Chen

* 35 pages, 17 figures, 2 tables 
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"How do urban incidents affect traffic speed?" A Deep Graph Convolutional Network for Incident-driven Traffic Speed Prediction

Dec 03, 2019
Qinge Xie, Tiancheng Guo, Yang Chen, Yu Xiao, Xin Wang, Ben Y. Zhao

* 18 pages, 8 figures 
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NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques

Nov 13, 2019
Wenlei Bao, Li-Wen Chang, Yang Chen, Ke Deng, Amit Agarwal, Emad Barsoum, Abe Taha

* Comments: performance figure updated, experiments added, formula corrected, references added 
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Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019

Oct 14, 2019
Yingwei Pan, Yehao Li, Qi Cai, Yang Chen, Ting Yao

* Rank 1 in Multi-Source Domain Adaptation of Visual Domain Adaptation Challenge (VisDA-2019). Source code of each task: https://github.com/Panda-Peter/visda2019-multisource and https://github.com/Panda-Peter/visda2019-semisupervised 
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