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Yi Ren

Arizona State University

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

Jun 08, 2020
Yi Ren, Chenxu Hu, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu


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Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data Release

May 28, 2020
Yadu Babuji, Ben Blaiszik, Tom Brettin, Kyle Chard, Ryan Chard, Austin Clyde, Ian Foster, Zhi Hong, Shantenu Jha, Zhuozhao Li, Xuefeng Liu, Arvind Ramanathan, Yi Ren, Nicholaus Saint, Marcus Schwarting, Rick Stevens, Hubertus van Dam, Rick Wagner

* 11 pages, 5 figures 

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A Study of Non-autoregressive Model for Sequence Generation

May 11, 2020
Yi Ren, Jinglin Liu, Xu Tan, Zhou Zhao, Sheng Zhao, Tie-Yan Liu

* Accepted by ACL 2020 

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Compositional Languages Emerge in a Neural Iterated Learning Model

Feb 17, 2020
Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B. Cohen, Simon Kirby

* ICLR-2020 
* accepted by ICLR-2020 

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A Study of Multilingual Neural Machine Translation

Dec 25, 2019
Xu Tan, Yichong Leng, Jiale Chen, Yi Ren, Tao Qin, Tie-Yan Liu


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Good, Better, Best: Textual Distractors Generation for Multi-Choice VQA via Policy Gradient

Oct 21, 2019
Jiaying Lu, Xin Ye, Yi Ren, Yezhou Yang


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The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents

Oct 11, 2019
Shangmin Guo, Yi Ren, Serhii Havrylov, Stella Frank, Ivan Titov, Kenny Smith


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