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Application of Deep Learning on Single-Cell RNA-sequencing Data Analysis: A Review


Oct 11, 2022
Matthew Brendel, Chang Su, Zilong Bai, Hao Zhang, Olivier Elemento, Fei Wang


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Memory Efficient Temporal & Visual Graph Model for Unsupervised Video Domain Adaptation


Aug 13, 2022
Xinyue Hu, Lin Gu, Liangchen Liu, Ruijiang Li, Chang Su, Tatsuya Harada, Yingying Zhu


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Probing Simile Knowledge from Pre-trained Language Models


Apr 27, 2022
Weijie Chen, Yongzhu Chang, Rongsheng Zhang, Jiashu Pu, Guandan Chen, Le Zhang, Yadong Xi, Yijiang Chen, Chang Su

* Long paper accepted at ACL 2022 

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Diformer: Directional Transformer for Neural Machine Translation


Dec 31, 2021
Minghan Wang, Jiaxin Guo, Yuxia Wang, Daimeng Wei, Hengchao Shang, Chang Su, Yimeng Chen, Yinglu Li, Min Zhang, Shimin Tao, Hao Yang


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Joint-training on Symbiosis Networks for Deep Nueral Machine Translation models


Dec 22, 2021
Zhengzhe Yu, Jiaxin Guo, Minghan Wang, Daimeng Wei, Hengchao Shang, Zongyao Li, Zhanglin Wu, Yuxia Wang, Yimeng Chen, Chang Su, Min Zhang, Lizhi Lei, shimin tao, Hao Yang


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Self-Distillation Mixup Training for Non-autoregressive Neural Machine Translation


Dec 22, 2021
Jiaxin Guo, Minghan Wang, Daimeng Wei, Hengchao Shang, Yuxia Wang, Zongyao Li, Zhengzhe Yu, Zhanglin Wu, Yimeng Chen, Chang Su, Min Zhang, Lizhi Lei, shimin tao, Hao Yang


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The HW-TSC's Offline Speech Translation Systems for IWSLT 2021 Evaluation


Aug 09, 2021
Minghan Wang, Yuxia Wang, Chang Su, Jiaxin Guo, Yingtao Zhang, Yujia Liu, Min Zhang, Shimin Tao, Xingshan Zeng, Liangyou Li, Hao Yang, Ying Qin


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Robust Multi-Modal Policies for Industrial Assembly via Reinforcement Learning and Demonstrations: A Large-Scale Study


Mar 23, 2021
Jianlan Luo, Oleg Sushkov, Rugile Pevceviciute, Wenzhao Lian, Chang Su, Mel Vecerik, Ning Ye, Stefan Schaal, Jon Scholz


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Empirical Bayes PCA in high dimensions


Dec 21, 2020
Xinyi Zhong, Chang Su, Zhou Fan


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