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BLNet: A Fast Deep Learning Framework for Low-Light Image Enhancement with Noise Removal and Color Restoration


Jun 30, 2021
Xinxu Wei, Xianshi Zhang, Shisen Wang, Cheng Cheng, Yanlin Huang, Kaifu Yang, Yongjie Li

* 13 pages, 12 figures, journal 

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FastAdaBelief: Improving Convergence Rate for Belief-based Adaptive Optimizer by Strong Convexity


Apr 28, 2021
Yangfan Zhou, Kaizhu Huang, Cheng Cheng, Xuguang Wang, Xin Liu


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Pixel-Face: A Large-Scale, High-Resolution Benchmark for 3D Face Reconstruction


Sep 03, 2020
Jiangjing Lyu, Xiaobo Li, Xiangyu Zhu, Cheng Cheng


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Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist Clinicians with COVID-19 ECMO Planning


Jun 02, 2020
Helen Zhou, Cheng Cheng, Zachary C. Lipton, George H. Chen, Jeremy C. Weiss


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SUOD: A Scalable Unsupervised Outlier Detection Framework


Mar 11, 2020
Yue Zhao, Xiyang Hu, Cheng Cheng, Cong Wang, Cao Xiao, Yunlong Wang, Jimeng Sun, Leman Akoglu

* Submitted to KDD '20 Applied Data Science Track. arXiv admin note: substantial text overlap with arXiv:2002.03222 

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Ensemble emotion recognizing with multiple modal physiological signals


Jan 01, 2020
Jing Zhang, Yong Zhang, Suhua Zhan, Cheng Cheng

* under review for Multimedia tools and applications 

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Knowledge Distillation in Document Retrieval


Nov 11, 2019
Siamak Shakeri, Abhinav Sethy, Cheng Cheng

* Published at Amazon Machine Learning Conference(AMLC) 2019 

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Combining Machine Learning Models using combo Library


Sep 21, 2019
Yue Zhao, Xuejian Wang, Cheng Cheng, Xueying Ding

* Under Review for AAAI 2020 (demo track) 

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A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series


Apr 01, 2019
Wenqian Jiang, Cheng Cheng, Beitong Zhou, Guijun Ma, Ye Yuan


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Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis


Mar 02, 2019
Cheng Cheng, Beitong Zhou, Guijun Ma, Dongrui Wu, Ye Yuan


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Artificial Intelligent Diagnosis and Monitoring in Manufacturing


Dec 17, 2018
Ye Yuan, Guijun Ma, Cheng Cheng, Beitong Zhou, Huan Zhao, Hai-Tao Zhang, Han Ding


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Online Bearing Remaining Useful Life Prediction Based on a Novel Degradation Indicator and Convolutional Neural Networks


Dec 08, 2018
Cheng Cheng, Guijun Ma, Yong Zhang, Mingyang Sun, Fei Teng, Han Ding, Ye Yuan


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Measuring Territorial Control in Civil Wars Using Hidden Markov Models: A Data Informatics-Based Approach


Dec 09, 2017
Therese Anders, Hong Xu, Cheng Cheng, T. K. Satish Kumar

* Presented at NIPS 2017 Workshop on Machine Learning for the Developing World 

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