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Urban Bike Lane Planning with Bike Trajectories: Models, Algorithms, and a Real-World Case Study

Aug 21, 2020
Sheng Liu, Zuo-Jun Max Shen, Xiang Ji


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Early-Learning Regularization Prevents Memorization of Noisy Labels

Jun 30, 2020
Sheng Liu, Jonathan Niles-Weed, Narges Razavian, Carlos Fernandez-Granda


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Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition

Jun 06, 2020
Tianhang Zheng, Sheng Liu, Changyou Chen, Junsong Yuan, Baochun Li, Kui Ren


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On the design of convolutional neural networks for automatic detection of Alzheimer's disease

Nov 12, 2019
Sheng Liu, Chhavi Yadav, Carlos Fernandez-Granda, Narges Razavian

* Proceedings of Machine Learning Research, 2019 
* Machine Learning for Health Workshop, NeurIPS2019. Authors Fernandez-Granda and Razavian are joint last authors 

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Machine Discovery of Partial Differential Equations from Spatiotemporal Data

Sep 15, 2019
Ye Yuan, Junlin Li, Liang Li, Frank Jiang, Xiuchuan Tang, Fumin Zhang, Sheng Liu, Jorge Goncalves, Henning U. Voss, Xiuting Li, Jürgen Kurths, Han Ding


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Time-Series Analysis via Low-Rank Matrix Factorization Applied to Infant-Sleep Data

Apr 10, 2019
Sheng Liu, Mark Cheng, Hayley Brooks, Wayne Mackey, David J. Heeger, Esteban G. Tabak, Carlos Fernandez-Granda


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Discovering Influential Factors in Variational Autoencoder

Sep 06, 2018
Shiqi Liu, Jingxin Liu, Qian Zhao, Xiangyong Cao, Huibin Li, Hongying Meng, Sheng Liu, Deyu Meng

* 15 pages, 8 figures 

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Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network

Mar 05, 2018
Zhiyang Liu, Chen Cao, Shuxue Ding, Tong Han, Hong Wu, Sheng Liu

* submitted to Neuroimage: Clinical 

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Defect detection for patterned fabric images based on GHOG and low-rank decomposition

Feb 18, 2017
Chunlei Li, Guangshuai Gao, Zhoufeng Liu, Di Huang, Sheng Liu, Miao Yu


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