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Yuan Cao

Hefei National Laboratory for Physical Sciences at Microscale and Department of Modern Physics, University of Science and Technology of China, Hefei, China, Shanghai Branch, CAS Center for Excellence in Quantum Information and Quantum Physics, University of Science and Technology of China, Shanghai, China, Shanghai Research Center for Quantum Sciences, Shanghai, China

Single-photon imaging over 200 km


Mar 10, 2021
Zheng-Ping Li, Jun-Tian Ye, Xin Huang, Peng-Yu Jiang, Yuan Cao, Yu Hong, Chao Yu, Jun Zhang, Qiang Zhang, Cheng-Zhi Peng, Feihu Xu, Jian-Wei Pan

* Having been published in Optica 8, 344-349 (2021) 
* 6 pages, 6 figures 

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Improving Longer-range Dialogue State Tracking


Feb 27, 2021
Ye Zhang, Yuan Cao, Mahdis Mahdieh, Jefferey Zhao, Yonghui Wu

* 10 pages 

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Echo State Speech Recognition


Feb 18, 2021
Harsh Shrivastava, Ankush Garg, Yuan Cao, Yu Zhang, Tara Sainath


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Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise


Jan 14, 2021
Spencer Frei, Yuan Cao, Quanquan Gu

* 29 pages, 9 figures 

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Towards NNGP-guided Neural Architecture Search


Nov 11, 2020
Daniel S. Park, Jaehoon Lee, Daiyi Peng, Yuan Cao, Jascha Sohl-Dickstein

* 13 + 6 pages, 19 figures; open-source code available at https://github.com/google-research/google-research/tree/master/nngp_nas 

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The geometry of integration in text classification RNNs


Oct 28, 2020
Kyle Aitken, Vinay V. Ramasesh, Ankush Garg, Yuan Cao, David Sussillo, Niru Maheswaranathan

* 9+19 pages, 30 figures 

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Rapid Domain Adaptation for Machine Translation with Monolingual Data


Oct 23, 2020
Mahdis Mahdieh, Mia Xu Chen, Yuan Cao, Orhan Firat


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Deciphering Undersegmented Ancient Scripts Using Phonetic Prior


Oct 21, 2020
Jiaming Luo, Frederik Hartmann, Enrico Santus, Yuan Cao, Regina Barzilay

* TACL 2020, pre-MIT Press publication version 

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Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models


Oct 12, 2020
Zirui Wang, Yulia Tsvetkov, Orhan Firat, Yuan Cao


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Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins


Oct 01, 2020
Spencer Frei, Yuan Cao, Quanquan Gu

* 24 pages, 1 table 

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Agnostic Learning of a Single Neuron with Gradient Descent


Jun 11, 2020
Spencer Frei, Yuan Cao, Quanquan Gu

* 28 pages, 3 tables 

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Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation


May 11, 2020
Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Chen, Sneha Kudugunta, Naveen Arivazhagan, Yonghui Wu

* ACL 2020 

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Your GAN is Secretly an Energy-based Model and You Should use Discriminator Driven Latent Sampling


Mar 24, 2020
Tong Che, Ruixiang Zhang, Jascha Sohl-Dickstein, Hugo Larochelle, Liam Paull, Yuan Cao, Yoshua Bengio


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Echo State Neural Machine Translation


Feb 27, 2020
Ankush Garg, Yuan Cao, Qi Ge


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Mean-Field Analysis of Two-Layer Neural Networks: Non-Asymptotic Rates and Generalization Bounds


Feb 10, 2020
Zixiang Chen, Yuan Cao, Quanquan Gu, Tong Zhang

* 50 pages, 1 table 

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Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis


Feb 06, 2020
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Yonghui Wu

* to appear in ICASSP 2020 

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Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior


Feb 06, 2020
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu

* To appear in ICASSP 2020 

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Towards Understanding the Spectral Bias of Deep Learning


Dec 03, 2019
Yuan Cao, Zhiying Fang, Yue Wu, Ding-Xuan Zhou, Quanquan Gu

* 26 pages, 4 figures 

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How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?


Nov 27, 2019
Zixiang Chen, Yuan Cao, Difan Zou, Quanquan Gu

* 27 pages 

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Tight Sample Complexity of Learning One-hidden-layer Convolutional Neural Networks


Nov 12, 2019
Yuan Cao, Quanquan Gu

* 45 pages, 3 figures, 1 table. In NeurIPS 2019 

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Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks


Oct 07, 2019
Spencer Frei, Yuan Cao, Quanquan Gu

* 37 pages. In NeurIPS 2019 

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Video Prediction for Precipitation Nowcasting


Jul 18, 2019
Yuan Cao, Qiuying Li, Lei Chen, Junping Zhang, Leiming Ma

* 13 pages, 7 figures, the-state-of-the-art on Monving-MNIST Dataset 

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Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges


Jul 11, 2019
Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin, Melvin Johnson, Maxim Krikun, Mia Xu Chen, Yuan Cao, George Foster, Colin Cherry, Wolfgang Macherey, Zhifeng Chen, Yonghui Wu


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Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B


Jun 16, 2019
Jiaming Luo, Yuan Cao, Regina Barzilay

* Accepted by ACL 2019 

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Generalization Bounds of Stochastic Gradient Descent for Wide and Deep Neural Networks


Jun 06, 2019
Yuan Cao, Quanquan Gu

* 23 pages 

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Gmail Smart Compose: Real-Time Assisted Writing


May 17, 2019
Mia Xu Chen, Benjamin N Lee, Gagan Bansal, Yuan Cao, Shuyuan Zhang, Justin Lu, Jackie Tsay, Yinan Wang, Andrew M. Dai, Zhifeng Chen, Timothy Sohn, Yonghui Wu


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