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Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network Regression


May 07, 2022
Yuming Sun, Jian Kang, Chad Brummett, Yi Li

* 14 pages, 6 tables and 2 figures in main text 

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Linguistic-Acoustic Similarity Based Accent Shift for Accent Recognition


Apr 07, 2022
Qijie Shao, Jinghao Yan, Jian Kang, Pengcheng Guo, Xian Shi, Pengfei Hu, Lei Xie

* Submitted to Interspeech 2022 

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Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition


Apr 02, 2022
Guodong Ma, Pengfei Hu, Jian Kang, Shen Huang, Hao Huang

* INTERSPEECH 2021 
* Accepted by INTERSPEECH 2021 

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RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Network


Feb 28, 2022
Jian Kang, Yan Zhu, Yinglong Xia, Jiebo Luo, Hanghang Tong

* WWW'22 

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Robust High-Dimensional Regression with Coefficient Thresholding and its Application to Imaging Data Analysis


Sep 30, 2021
Bingyuan Liu, Qi Zhang, Lingzhou Xue, Peter X. K. Song, Jian Kang

* 38 pages 

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Spotting adversarial samples for speaker verification by neural vocoders


Jul 02, 2021
Haibin Wu, Po-chun Hsu, Ji Gao, Shanshan Zhang, Shen Huang, Jian Kang, Zhiyong Wu, Helen Meng, Hung-yi Lee

* Submitted to ASRU 2021 

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MultiFair: Multi-Group Fairness in Machine Learning


May 24, 2021
Jian Kang, Tiankai Xie, Xintao Wu, Ross Maciejewski, Hanghang Tong


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Image-on-Scalar Regression via Deep Neural Networks


Jun 17, 2020
Daiwei Zhang, Lexin Li, Chandra Sripada, Jian Kang

* 8 pages, 5 figures 

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Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives


Apr 03, 2020
Gencer Sumbul, Jian Kang, Begüm Demir

* To appear as a book chapter in "Deep Learning for the Earth Sciences", John Wiley & Sons, 2020 

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Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration


Mar 06, 2020
Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir


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BigEarthNet Dataset with A New Class-Nomenclature for Remote Sensing Image Understanding


Feb 18, 2020
Gencer Sumbul, Jian Kang, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mario Caetano, Begüm Demir

* Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence 

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BigEarthNet Deep Learning Models with A New Class-Nomenclature for Remote Sensing Image Understanding


Jan 17, 2020
Gencer Sumbul, Jian Kang, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mario Caetano, Begüm Demir

* Submitted to IEEE Geoscience and Remote Sensing Magazine 

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So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification


Dec 19, 2019
Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu, Yilei Shi, Jian Kang, Lichao Mou, Hossein Bagheri, Matthias Häberle, Yuansheng Hua, Rong Huang, Lloyd Hughes, Hao Li, Yao Sun, Guichen Zhang, Shiyao Han, Michael Schmitt, Yuanyuan Wang

* Article submitted to IEEE Geoscience and Remote Sensing Magazine 

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Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data


Dec 18, 2019
Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu

* IEEE Geoscience and Remote Sensing Letters, 2019 

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Covariance-Insured Screening


May 17, 2018
Kevin He, Jian Kang, Hyokyoung Grace Hong, Ji Zhu, Yanming Li, Huazhen Lin, Han Xu, Yi Li


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Building Instance Classification Using Street View Images


Feb 25, 2018
Jian Kang, Marco Körner, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu


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Classification with Ultrahigh-Dimensional Features


Nov 04, 2016
Yanming Li, Hyokyoung Hong, Jian Kang, Kevin He, Ji Zhu, Yi Li


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