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Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training


Sep 06, 2021
Minghao Wu, Yitong Li, Meng Zhang, Liangyou Li, Gholamreza Haffari, Qun Liu

* 15 pages, 4 figures, to appear at EMNLP 2021 main conference 

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SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory


Aug 31, 2021
Zhijie Lin, Zhou Zhao, Haoyuan Li, Jinglin Liu, Meng Zhang, Xingshan Zeng, Xiaofei He

* ACMMM 2021 

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Autoencoder-based Semantic Novelty Detection: Towards Dependable AI-based Systems


Aug 25, 2021
Andreas Rausch, Azarmidokht Motamedi Sedeh, Meng Zhang


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Faithful Edge Federated Learning: Scalability and Privacy


Jun 30, 2021
Meng Zhang, Ermin Wei, Randall Berry

* Under review by JSAC 

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Dynamic Neural Garments


Feb 23, 2021
Meng Zhang, Duygu Ceylan, Tuanfeng Wang, Niloy J. Mitra

* 13 pages 

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L2E: Learning to Exploit Your Opponent


Feb 18, 2021
Zhe Wu, Kai Li, Enmin Zhao, Hang Xu, Meng Zhang, Haobo Fu, Bo An, Junliang Xing


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Deep Learning for Short-Term Voltage Stability Assessment of Power Systems


Feb 04, 2021
Meng Zhang, Jiazheng Li, Yang Li, Runnan Xu

* Accepted by IEEE Access 

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OpenHoldem: An Open Toolkit for Large-Scale Imperfect-Information Game Research


Dec 19, 2020
Kai Li, Hang Xu, Meng Zhang, Enmin Zhao, Zhe Wu, Junliang Xing, Kaiqi Huang


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Deep Learning Based Defect Detection for Solder Joints on Industrial X-Ray Circuit Board Images


Aug 06, 2020
Qianru Zhang, Meng Zhang, Chinthaka Gamanayake, Chau Yuen, Zehao Geng, Hirunima Jayasekaraand, Xuewen Zhang, Chia-wei Woo, Jenny Low, Xiang Liu

* Accepted by conference INDIN 2020 

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Learning to Detect Unacceptable Machine Translations for Downstream Tasks


May 08, 2020
Meng Zhang, Xin Jiang, Yang Liu, Qun Liu


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Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer


Apr 27, 2020
Xide Xia, Meng Zhang, Tianfan Xue, Zheng Sun, Hui Fang, Brian Kulis, Jiawen Chen

* 16 pages, 10 figures 

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Captioning Images Taken by People Who Are Blind


Feb 20, 2020
Danna Gurari, Yinan Zhao, Meng Zhang, Nilavra Bhattacharya


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Learning to Predict Explainable Plots for Neural Story Generation


Dec 06, 2019
Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, Maosong Sun

* 10 pages 

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Deep-seismic-prior-based reconstruction of seismic data using convolutional neural networks


Nov 20, 2019
Qun Liu, Lihua Fu, Meng Zhang

* 5 pages,12 figures 

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Seismic data interpolation based on U-net with texture loss


Nov 11, 2019
Wenqian Fang, Lihua Fu, Meng Zhang, Zhiming Li


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Textual Adversarial Attack as Combinatorial Optimization


Nov 10, 2019
Yuan Zang, Chenghao Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun

* Work in progress. 6 pages, 1 figure 

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Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack


Oct 27, 2019
Yuan Zang, Chenghao Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun

* Work in progress. 5 pages, 1 figure 

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PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block


Sep 03, 2019
Guoqing Li, Meng Zhang, Qianru Zhang, Ziyang Chen, Wenzhao Liu, Jiaojie Li, Xuzhao Shen, Jianjun Li, Zhenyu Zhu, Chau Yuen


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Multi-Granularity Reasoning for Social Relation Recognition from Images


Jan 10, 2019
Meng Zhang, Xinchen Liu, Wu Liu, Anfu Zhou, Huadong Ma, Tao Mei


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Predicting Inpatient Discharge Prioritization With Electronic Health Records


Dec 02, 2018
Anand Avati, Stephen Pfohl, Chris Lin, Thao Nguyen, Meng Zhang, Philip Hwang, Jessica Wetstone, Kenneth Jung, Andrew Ng, Nigam H. Shah


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Recent Advances in Convolutional Neural Network Acceleration


Jul 23, 2018
Qianru Zhang, Meng Zhang, Tinghuan Chen, Zhifei Sun, Yuzhe Ma, Bei Yu

* submitted to Neurocomputing 

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Adversarial adaptive 1-D convolutional neural networks for bearing fault diagnosis under varying working condition


May 09, 2018
Bo Zhang, Wei Li, Jie Hao, Xiao-Li Li, Meng Zhang


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Creatism: A deep-learning photographer capable of creating professional work


Jul 11, 2017
Hui Fang, Meng Zhang


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