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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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LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition


Aug 09, 2020
Jin Xu, Xu Tan, Yi Ren, Tao Qin, Jian Li, Sheng Zhao, Tie-Yan Liu

* KDD 2020 

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FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire


Aug 07, 2020
Jinglin Liu, Yi Ren, Zhou Zhao, Chen Zhang, Baoxing Huai, Jing Yuan

* Accepted by ACM MM 2020 

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Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation


Jul 17, 2020
Jinglin Liu, Yi Ren, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu

* Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI 

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DeepSinger: Singing Voice Synthesis with Data Mined From the Web


Jul 15, 2020
Yi Ren, Xu Tan, Tao Qin, Jian Luan, Zhou Zhao, Tie-Yan Liu

* Accepted by KDD2020 research track 

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FastSpeech 2: Fast and High-Quality End-to-End Text to Speech


Jun 22, 2020
Yi Ren, Chenxu Hu, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu


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Practical Quasi-Newton Methods for Training Deep Neural Networks


Jun 16, 2020
Donald Goldfarb, Yi Ren, Achraf Bahamou


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UWSpeech: Speech to Speech Translation for Unwritten Languages


Jun 14, 2020
Chen Zhang, Xu Tan, Yi Ren, Tao Qin, Kejun Zhang, Tie-Yan Liu


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MultiSpeech: Multi-Speaker Text to Speech with Transformer


Jun 08, 2020
Mingjian Chen, Xu Tan, Yi Ren, Jin Xu, Hao Sun, Sheng Zhao, Tao Qin


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