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Mu$^{2}$SLAM: Multitask, Multilingual Speech and Language Models


Dec 19, 2022
Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna

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MAGVIT: Masked Generative Video Transformer


Dec 10, 2022
Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang

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Mastering Autonomous Assembly in Fusion Application with Learning-by-doing: a Peg-in-hole Study


Aug 24, 2022
Ruochen Yin, Huapeng Wu, Ming Li, Yong Cheng, Yuntao Song, Heikki Handroos

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BlindFL: Vertical Federated Machine Learning without Peeking into Your Data


Jun 16, 2022
Fangcheng Fu, Huanran Xue, Yong Cheng, Yangyu Tao, Bin Cui

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* SIGMOD 2022 

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Semi-Supervised Cross-Silo Advertising with Partial Knowledge Transfer


May 31, 2022
Wenjie Li, Qiaolin Xia, Junfeng Deng, Hao Cheng, Jiangming Liu, Kouying Xue, Yong Cheng, Shu-Tao Xia

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* 6 pages, 3 figures, 3 tables 

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Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation


Mar 15, 2022
Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey

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* ACL 2022 

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Examining Scaling and Transfer of Language Model Architectures for Machine Translation


Feb 16, 2022
Biao Zhang, Behrooz Ghorbani, Ankur Bapna, Yong Cheng, Xavier Garcia, Jonathan Shen, Orhan Firat

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mSLAM: Massively multilingual joint pre-training for speech and text


Feb 03, 2022
Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia, Melvin Johnson, Yong Cheng, Simran Khanuja, Jason Riesa, Alexis Conneau

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Self-supervised and Supervised Joint Training for Resource-rich Machine Translation


Jun 08, 2021
Yong Cheng, Wei Wang, Lu Jiang, Wolfgang Macherey

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* Accepted by ICML 2021 

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