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Advanced Deep Networks for 3D Mitochondria Instance Segmentation


Apr 16, 2021
Mingxing Li, Chang Chen, Xiaoyu Liu, Wei Huang, Yueyi Zhang, Zhiwei Xiong

* 4 pages, 3 figures 

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On permutation invariant training for speech source separation


Feb 09, 2021
Xiaoyu Liu, Jordi Pons

* In proceedings of ICASSP2021 

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Occluded Video Instance Segmentation


Feb 08, 2021
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge Belongie, Alan Yuille, Philip H. S. Torr, Song Bai

* 10 pages, 11 figures 

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Ensemble Wrapper Subsampling for Deep Modulation Classification


May 10, 2020
Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar

* 22 pages, 13 figures, 2 tables 

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An empirical study of Conv-TasNet


Feb 24, 2020
Berkan Kadioglu, Michael Horgan, Xiaoyu Liu, Jordi Pons, Dan Darcy, Vivek Kumar

* In proceedings of ICASSP2020 

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Histogram Transform Ensembles for Large-scale Regression


Dec 08, 2019
Hanyuan Hang, Zhouchen Lin, Xiaoyu Liu, Hongwei Wen

* arXiv admin note: text overlap with arXiv:1911.11581 

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Towards fully automated post-event data collection and analysis: pre-event and post-event information fusion


Jun 30, 2019
Ali Lenjani, Shirley J. Dyke, Ilias Bilionis, Chul Min Yeum, Kenzo Kamiya, Jongseong Choi, Xiaoyu Liu, Arindam G. Chowdhury


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Best-scored Random Forest Classification


May 27, 2019
Hanyuan Hang, Xiaoyu Liu, Ingo Steinwart


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Fast Deep Learning for Automatic Modulation Classification


Jan 16, 2019
Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar

* 29 pages, 30 figures, submitted to Journal on Selected Areas in Communications - Special Issue on Machine Learning in Wireless Communications 

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Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning


Sep 08, 2018
Xiaoyu Liu, Jie Chen, Joel Vaughan, Vijayan Nair, Agus Sudjianto


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Dual-label Deep LSTM Dereverberation For Speaker Verification


Sep 08, 2018
Hao Zhang, Stephen Zahorian, Xiao Chen, Peter Guzewich, Xiaoyu Liu

* 4 pages, 3 figures, submitted to Interspeech 2018 

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Deep Neural Network Architectures for Modulation Classification


Jan 05, 2018
Xiaoyu Liu, Diyu Yang, Aly El Gamal

* 5 pages, 10 figures, In proc. Asilomar Conference on Signals, Systems, and Computers, Nov. 2017 

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