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MR-SVS: Singing Voice Synthesis with Multi-Reference Encoder


Jan 11, 2022
Shoutong Wang, Jinglin Liu, Yi Ren, Zhen Wang, Changliang Xu, Zhou Zhao


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Multi-Singer: Fast Multi-Singer Singing Voice Vocoder With A Large-Scale Corpus


Dec 20, 2021
Rongjie Huang, Feiyang Chen, Yi Ren, Jinglin Liu, Chenye Cui, Zhou Zhao

* Accepted by ACM Multimedia 2021 

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Unbiased Pairwise Learning to Rank in Recommender Systems


Nov 30, 2021
Yi Ren, Hongyan Tang, Siwen Zhu


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SingGAN: Generative Adversarial Network For High-Fidelity Singing Voice Generation


Oct 26, 2021
Feiyang Chen, Rongjie Huang, Chenye Cui, Yi Ren, Jinglin Liu, Zhou Zhao

* vocoder, generative adversarial network, singing voice synthesis 

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MIC: Model-agnostic Integrated Cross-channel Recommenders


Oct 22, 2021
Yujie Lu, Ping Nie, Ming Zhao, Ruobing Xie, William Yang Wang, Yi Ren

* 10 pages, 4 figures 

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FedSpeech: Federated Text-to-Speech with Continual Learning


Oct 14, 2021
Ziyue Jiang, Yi Ren, Ming Lei, Zhou Zhao

* 2021. Main Track. Pages 3829-3835 
* Accepted by IJCAI 2021 

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PortaSpeech: Portable and High-Quality Generative Text-to-Speech


Sep 30, 2021
Yi Ren, Jinglin Liu, Zhou Zhao

* Accepted by NeurIPS 2021 

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Targeted Attack on Deep RL-based Autonomous Driving with Learned Visual Patterns


Sep 16, 2021
Prasanth Buddareddygari, Travis Zhang, Yezhou Yang, Yi Ren

* 7 pages, 4 figures 

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Data Generation Method for Learning a Low-dimensional Safe Region in Safe Reinforcement Learning


Sep 10, 2021
Zhehua Zhou, Ozgur S. Oguz, Yi Ren, Marion Leibold, Martin Buss


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Data-Driven Learning of 3-Point Correlation Functions as Microstructure Representations


Sep 06, 2021
Sheng Cheng, Yang Jiao, Yi Ren

* submitted to Acta Materialia 

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High-Speed and High-Quality Text-to-Lip Generation


Jul 14, 2021
Jinglin Liu, Zhiying Zhu, Yi Ren, Zhou Zhao

* Author draft 

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EMOVIE: A Mandarin Emotion Speech Dataset with a Simple Emotional Text-to-Speech Model


Jun 17, 2021
Chenye Cui, Yi Ren, Jinglin Liu, Feiyang Chen, Rongjie Huang, Ming Lei, Zhou Zhao

* Accepted by Interspeech 2021 

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WSRGlow: A Glow-based Waveform Generative Model for Audio Super-Resolution


Jun 16, 2021
Kexun Zhang, Yi Ren, Changliang Xu, Zhou Zhao

* Accepted by INTERSPEECH 2021 

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Expressivity of Emergent Language is a Trade-off between Contextual Complexity and Unpredictability


Jun 07, 2021
Shangmin Guo, Yi Ren, Kory Mathewson, Simon Kirby, Stefano V. Albrecht, Kenny Smith

* 17 pages, 11 figures, 2 tables 

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Tensor Normal Training for Deep Learning Models


Jun 05, 2021
Yi Ren, Donald Goldfarb


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DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism


May 30, 2021
Jinglin Liu, Chengxi Li, Yi Ren, Feiyang Chen, Peng Liu, Zhou Zhao

* acoustic model, singing voice synthesis, text to speech, diffusion model, shallow diffusion 

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DiffSinger: Diffusion Acoustic Model for Singing Voice Synthesis


May 06, 2021
Jinglin Liu, Chengxi Li, Yi Ren, Feiyang Chen, Peng Liu, Zhou Zhao

* Acoustic Model; Shallow Diffusion Mechanism 

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Graph Intention Network for Click-through Rate Prediction in Sponsored Search


Mar 30, 2021
Feng Li, Zhenrui Chen, Pengjie Wang, Yi Ren, Di Zhang, Xiaoyu Zhu


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Kronecker-factored Quasi-Newton Methods for Convolutional Neural Networks


Feb 12, 2021
Yi Ren, Donald Goldfarb


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Improving Redundancy Availability: Dynamic Subtasks Modulation for Robots with Redundancy Insufficiency


Dec 10, 2020
Lu Chen, Lipeng Chen, Xiangchi Chen, Yi Ren, Longfei Zhao, Yue Wang, Rong Xiong


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SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint


Dec 09, 2020
Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun Zhang, Tao Qin


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Inductive Bias and Language Expressivity in Emergent Communication


Dec 04, 2020
Shangmin Guo, Yi Ren, Agnieszka Słowik, Kory Mathewson


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TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting


Nov 30, 2020
Xu Chen, Yuanxing Zhang, Lun Du, Zheng Fang, Yi Ren, Kaigui Bian, Kunqing Xie

* Published as a conference paper at ICDM 2020 

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Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization


Nov 11, 2020
Shidong Wang, Yi Ren, Gerard Parr, Yu Guan, Ling Shao

* This article has been accepted for inclusion in a future issue of IEEE Transactions on Geoscience and Remote Sensing. Content is final as presented, with the exception of pagination 

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When Shall I Be Empathetic? The Utility of Empathetic Parameter Estimation in Multi-Agent Interactions


Nov 03, 2020
Yi Chen, Lei Zhang, Tanner Merry, Sunny Amatya, Wenlong Zhang, Yi Ren

* Submitted to ICRA2021 

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Decentralized Attribution of Generative Models


Oct 27, 2020
Changhoon Kim, Yi Ren, Yezhou Yang

* 16 pages, 8 figures 

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PopMAG: Pop Music Accompaniment Generation


Aug 18, 2020
Yi Ren, Jinzheng He, Xu Tan, Tao Qin, Zhou Zhao, Tie-Yan Liu

* Accepted by ACM-MM 2020 

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