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Yang Chen

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

Local Relation Learning for Face Forgery Detection


May 06, 2021
Shen Chen, Taiping Yao, Yang Chen, Shouhong Ding, Jilin Li, Rongrong Ji

* 8 pages, 6 figures, Accepted by AAAI2021 

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Maximum Entropy Inverse Reinforcement Learning for Mean Field Games


Apr 29, 2021
Yang Chen, Jiamou Liu, Bakhadyr Khoussainov


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Multiple radio frequency measurement with an improved frequency resolution based on stimulated Brillouin scattering with a reduced gain bandwidth


Apr 23, 2021
Taixia Shi, Yang Chen

* 8 pages, 5 figures 

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CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval


Apr 18, 2021
Huaishao Luo, Lei Ji, Ming Zhong, Yang Chen, Wen Lei, Nan Duan, Tianrui Li


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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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