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Lin Zhang

Devision of Biostatistics, School of Public Health, University of Minnesota

Edge of chaos as a guiding principle for modern neural network training


Jul 20, 2021
Lin Zhang, Ling Feng, Kan Chen, Choy Heng Lai


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Accelerating Distributed K-FAC with Smart Parallelism of Computing and Communication Tasks


Jul 14, 2021
Shaohuai Shi, Lin Zhang, Bo Li

* 11 pages. Accepted to IEEE ICDCS 2021 

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How Incomplete is Contrastive Learning? An Inter-intra Variant Dual Representation Method for Self-supervised Video Recognition


Jul 05, 2021
Lin Zhang, Qi She, Zhengyang Shen, Changhu Wang

* 10 pages with appendix 

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Temporal Graph Signal Decomposition


Jun 25, 2021
Maxwell McNeil, Lin Zhang, Petko Bogdanov

* 9 Main Pages 2 Supplement to be published in the research track in Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2021), August 14 through August 18, 2021,Virtual Event, Singapore 

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A One-Shot Texture-Perceiving Generative Adversarial Network for Unsupervised Surface Inspection


Jun 12, 2021
Lingyun Gu, Lin Zhang, Zhaokui Wang

* Accepted by ICIP 2021 

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Density-Aware Federated Imitation Learning for Connected and Automated Vehicles with Unsignalized Intersection


May 05, 2021
Tianhao Wu, Mingzhi Jiang, Yinhui Han, Zheng Yuan, Lin Zhang


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Causal Discovery of Flight Service Process Based on Event Sequence


Apr 28, 2021
Zhiwei Xing, Lin Zhang, Huan Xia, Qian Luo, Zhao-xin Chen


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An Initial Investigation for Detecting Partially Spoofed Audio


Apr 06, 2021
Lin Zhang, Xin Wang, Erica Cooper, Junichi Yamagishi, Jose Patino, Nicholas Evans

* Submitted to INTERSPEECH 2021 

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Safe Multi-Agent Reinforcement Learning through Decentralized Multiple Control Barrier Functions


Mar 23, 2021
Zhiyuan Cai, Huanhui Cao, Wenjie Lu, Lin Zhang, Hao Xiong


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Content-Preserving Unpaired Translation from Simulated to Realistic Ultrasound Images


Mar 09, 2021
Devavrat Tomar, Lin Zhang, Tiziano Portenier, Orcun Goksel


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Learning Ultrasound Rendering from Cross-Sectional Model Slices for Simulated Training


Jan 20, 2021
Lin Zhang, Tiziano Portenier, Orcun Goksel


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A Multi-intersection Vehicular Cooperative Control based on End-Edge-Cloud Computing


Dec 01, 2020
Mingzhi Jiang, Tianhao Wu, Zhe Wang, Yi Gong, Lin Zhang, Ren Ping Liu


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Penalized model-based clustering of fMRI data


Oct 13, 2020
Andrew DiLernia, Karina Quevedo, Jazmin Camchong, Kelvin Lim, Wei Pan, Lin Zhang


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ConvGRU in Fine-grained Pitching Action Recognition for Action Outcome Prediction


Aug 18, 2020
Tianqi Ma, Lin Zhang, Xiumin Diao, Ou Ma


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Mask Detection and Breath Monitoring from Speech: on Data Augmentation, Feature Representation and Modeling


Aug 14, 2020
Haiwei Wu, Lin Zhang, Lin Yang, Xuyang Wang, Junjie Wang, Dong Zhang, Ming Li


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Multi-robot Cooperative Object Transportation using Decentralized Deep Reinforcement Learning


Jul 17, 2020
Lin Zhang, Hao Xiong, Ou Ma, Zhaokui Wang

* 10 pages, 6 figures 

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Multi-resolution Super Learner for Voxel-wise Classification of Prostate Cancer Using Multi-parametric MRI


Jul 02, 2020
Jin Jin, Lin Zhang, Ethan Leng, Gregory J. Metzger, Joseph S. Koopmeiners

* 23 pages, 3 figures, 5 tables 

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Deep Image Translation for Enhancing Simulated Ultrasound Images


Jun 18, 2020
Lin Zhang, Tiziano Portenier, Christoph Paulus, Orcun Goksel


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Deep Network for Scatterer Distribution Estimation for Ultrasound Image Simulation


Jun 17, 2020
Lin Zhang, Valery Vishnevskiy, Orcun Goksel


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One-Shot Object Detection without Fine-Tuning


May 08, 2020
Xiang Li, Lin Zhang, Yau Pun Chen, Yu-Wing Tai, Chi-Keung Tang


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Towards Palmprint Verification On Smartphones


Mar 30, 2020
Yingyi Zhang, Lin Zhang, Ruixin Zhang, Shaoxin Li, Jilin Li, Feiyue Huang


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Phase Contrast Microscopy Cell PopulationSegmentation: A Survey


Nov 25, 2019
Lin Zhang


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An Efficient Approach for Cell Segmentation in Phase Contrast Microscopy Images


Mar 31, 2019
Lin Zhang


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DSL: Discriminative Subgraph Learning via Sparse Self-Representation


Mar 24, 2019
Lin Zhang, Petko Bogdanov

* SIAM International Conference on Data Mining(SDM) 2019 
* 9 pages 

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An Efficient Approach to Informative Feature Extraction from Multimodal Data


Nov 22, 2018
Lichen Wang, Jiaxiang Wu, Shao-Lun Huang, Lizhong Zheng, Xiangxiang Xu, Lin Zhang, Junzhou Huang

* Accepted to AAAI 2019 

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Implicit Modeling with Uncertainty Estimation for Intravoxel Incoherent Motion Imaging


Oct 22, 2018
Lin Zhang, Valery Vishnevskiy, Andras Jakab, Orcun Goksel


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An empirical learning-based validation procedure for simulation workflow


Sep 11, 2018
Zhuqing Liu, Liyuanjun Lai, Lin Zhang


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Deep Smoke Segmentation


Sep 04, 2018
Feiniu Yuan, Lin Zhang, Xue Xia, Boyang Wan, Qinghua Huang, Xuelong Li

* 12 pages, 11 figures 

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Temporal Interpolation via Motion Field Prediction


Apr 12, 2018
Lin Zhang, Neerav Karani, Christine Tanner, Ender Konukoglu

* Submitted to 1st Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam, The Netherlands 

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