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MELONS: generating melody with long-term structure using transformers and structure graph


Oct 12, 2021
Yi Zou, Pei Zou, Yi Zhao, Kaixiang Zhang, Ran Zhang, Xiaorui Wang


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AdaptCL: Efficient Collaborative Learning with Dynamic and Adaptive Pruning


Jun 27, 2021
Guangmeng Zhou, Ke Xu, Qi Li, Yang Liu, Yi Zhao


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Pretraining Strategies, Waveform Model Choice, and Acoustic Configurations for Multi-Speaker End-to-End Speech Synthesis


Nov 10, 2020
Erica Cooper, Xin Wang, Yi Zhao, Yusuke Yasuda, Junichi Yamagishi

* Technical report 

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Robust Skeletonization for Plant Root Structure Reconstruction from MRI


Oct 27, 2020
Jannis Horn, Yi Zhao, Nils Wandel, Magdalena Landl, Andrea Schnepf, Sven Behnke

* Accepted final version. In 25th International Conference on Pattern Recognition (ICPR2020) 

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Learning Disentangled Phone and Speaker Representations in a Semi-Supervised VQ-VAE Paradigm


Oct 21, 2020
Jennifer Williams, Yi Zhao, Erica Cooper, Junichi Yamagishi

* Submitted to ICASSP 2021 

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Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network


Aug 26, 2020
Juepeng Zheng, Haohuan Fu, Weijia Li, Wenzhao Wu, Yi Zhao, Runmin Dong, Le Yu

* ISPRS Journal of Photogrammetry and Remote Sensing 2020 
* 39 pages, 13 figures, accepted by ISPRS PG&RS 

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PBRnet: Pyramidal Bounding Box Refinement to Improve Object Localization Accuracy


Mar 10, 2020
Li Xiao, Yufan Luo, Chunlong Luo, Lianhe Zhao, Quanshui Fu, Guoqing Yang, Anpeng Huang, Yi Zhao


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Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography


Mar 01, 2020
Li Xiao, Cheng Zhu, Junjun Liu, Chunlong Luo, Peifang Liu, Yi Zhao


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3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution


Feb 21, 2020
Yi Zhao, Nils Wandel, Magdalena Landl, Andrea Schnepf, Sven Behnke

* 6 pages, 5 figures, in the 28th European Symposium on Artificial Neural Networks 

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Transferring neural speech waveform synthesizers to musical instrument sounds generation


Nov 19, 2019
Yi Zhao, Xin Wang, Lauri Juvela, Junichi Yamagishi

* Submitted to ICASSP 2020 

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DeepACE: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks


Oct 12, 2019
Li Xiao, Chunlong Luo, Yufan Luo, Tianqi Yu, Chan Tian, Jie Qiao, Yi Zhao


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Detection of Malfunctioning Smart Electricity Meter


Jul 26, 2019
Ming Liu, Dongpeng Liu, Guangyu Sun, Yi Zhao, Duolin Wang, Fangxing Liu, Xiang Fang, Qing He, Dong Xu


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Deep Learning Based Gait Recognition Using Smartphones in the Wild


Nov 01, 2018
Qin Zou, Yanling Wang, Yi Zhao, Qian Wang, Chao Shen, Qingquan Li


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Wasserstein GAN and Waveform Loss-based Acoustic Model Training for Multi-speaker Text-to-Speech Synthesis Systems Using a WaveNet Vocoder


Jul 31, 2018
Yi Zhao, Shinji Takaki, Hieu-Thi Luong, Junichi Yamagishi, Daisuke Saito, Nobuaki Minematsu


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Granger Mediation Analysis of Multiple Time Series with an Application to fMRI


Sep 15, 2017
Yi Zhao, Xi Luo

* 59 pages. Presented at the 2017 ENAR, JSM, and other meetings 

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Pathway Lasso: Estimate and Select Sparse Mediation Pathways with High Dimensional Mediators


Mar 24, 2016
Yi Zhao, Xi Luo

* 26 pages and 7 figures. Presented at the 2016 ENAR meeting, March 8, 2016, see slides at https://rluo.github.io/slides/MultipleMediator_ENAR_2016.html 

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