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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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