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DTWSSE: Data Augmentation with a Siamese Encoder for Time Series

Aug 23, 2021
Xinyu Yang, Xinlan Zhang, Zhenguo Zhang, Yahui Zhao, Rongyi Cui

* Accepted as full research paper in APWEB-WAIM 2021 

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Review of end-to-end speech synthesis technology based on deep learning

Apr 20, 2021
Zhaoxi Mu, Xinyu Yang, Yizhuo Dong

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WakaVT: A Sequential Variational Transformer for Waka Generation

Apr 01, 2021
Yuka Takeishi, Mingxuan Niu, Jing Luo, Zhong Jin, Xinyu Yang

* This paper has been submitted to Neural Processing Letters 

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A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions

Nov 13, 2020
Shulei Ji, Jing Luo, Xinyu Yang

* 96 pages,this is a draft 

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Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning

Oct 15, 2020
Xinyu Yang, Majid Mirmehdi, Tilo Burghardt

* 10 pages 

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Latent Dirichlet Allocation Model Training with Differential Privacy

Oct 09, 2020
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Qing Han, Peng Zhao, Xinyu Yang

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Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction

Jun 16, 2020
Haoxing Lin, Rufan Bai, Weijia Jia, Xinyu Yang, Yongjian You

* 11 pages, an ACM SIGKDD 2020 paper 

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OL4EL: Online Learning for Edge-cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints

Apr 23, 2020
Qing Han, Shusen Yang, Xuebin Ren, Cong Zhao, Jingqi Zhang, Xinyu Yang

* 7 pages, 5 figures, to appear in IEEE Communications Magazine 

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Reviewing and Improving the Gaussian Mechanism for Differential Privacy

Dec 07, 2019
Jun Zhao, Teng Wang, Tao Bai, Kwok-Yan Lam, Zhiying Xu, Shuyu Shi, Xuebin Ren, Xinyu Yang, Yang Liu, Han Yu

* 23 Pages 

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MG-VAE: Deep Chinese Folk Songs Generation with Specific Regional Style

Sep 29, 2019
Jing Luo, Xinyu Yang, Shulei Ji, Juan Li

* Accepted by the 7th Conference on Sound and Music Technology, 2019, Harbin, China 

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Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture

Aug 29, 2019
Andrey Kormilitzin, Xinyu Yang, William H. Stone, Caroline Woffindale, Francesca Nicholls, Elena Ribe, Alejo Nevado-Holgado, Noel Buckley

* 11 pages, 5 figures 

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Great Ape Detection in Challenging Jungle Camera Trap Footage via Attention-Based Spatial and Temporal Feature Blending

Aug 29, 2019
Xinyu Yang, Majid Mirmehdi, Tilo Burghardt

* Accepted by ICCV workshop 2019 

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Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis

Jun 05, 2019
Yanan Li, Xuebin Ren, Shusen Yang, Xinyu Yang

* IEEE Transactions on Information Forensics and Security, vol. 14, no. 9, pp. 2342-2357, Sept. 2019 

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Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas

Jun 04, 2019
Teng Wang, Jun Zhao, Han Yu, Jinyan Liu, Xinyu Yang, Xuebin Ren, Shuyu Shi

* 11pages 

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On Privacy Protection of Latent Dirichlet Allocation Model Training

Jun 04, 2019
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang

* 8 pages,5 figures,and is published in International Joint Conferences on Artificial Intelligence 

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