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Deep learning at the edge enables real-time streaming ptychographic imaging


Sep 20, 2022
Anakha V Babu, Tao Zhou, Saugat Kandel, Tekin Bicer, Zhengchun Liu, William Judge, Daniel J. Ching, Yi Jiang, Sinisa Veseli, Steven Henke, Ryan Chard, Yudong Yao, Ekaterina Sirazitdinova, Geetika Gupta, Martin V. Holt, Ian T. Foster, Antonino Miceli, Mathew J. Cherukara


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Camouflaged Object Detection via Context-aware Cross-level Fusion


Jul 27, 2022
Geng Chen, Si-Jie Liu, Yu-Jia Sun, Ge-Peng Ji, Ya-Feng Wu, Tao Zhou


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Multi-class Label Noise Learning via Loss Decomposition and Centroid Estimation


Mar 21, 2022
Yongliang Ding, Tao Zhou, Chuang Zhang, Yijing Luo, Juan Tang, Chen Gong


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ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation


Mar 17, 2022
Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, JingBo Zhu, Xuebo Liu, Min Zhang

* Long paper accepted by ACL2022 main conference. arXiv admin note: substantial text overlap with arXiv:2104.02308 

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On Vision Features in Multimodal Machine Translation


Mar 17, 2022
Bei Li, Chuanhao Lv, Zefan Zhou, Tao Zhou, Tong Xiao, Anxiang Ma, JingBo Zhu

* Long paper accepted by ACL2022 main conference 

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Monte Carlo PINNs: deep learning approach for forward and inverse problems involving high dimensional fractional partial differential equations


Mar 16, 2022
Ling Guo, Hao Wu, Xiaochen Yu, Tao Zhou


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Consistency and Diversity induced Human Motion Segmentation


Feb 10, 2022
Tao Zhou, Huazhu Fu, Chen Gong, Ling Shao, Fatih Porikli, Haibin Ling, Jianbing Shen

* This paper has been accepted by IEEE TPAMI 

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Solving time dependent Fokker-Planck equations via temporal normalizing flow


Dec 28, 2021
Xiaodong Feng, Li Zeng, Tao Zhou

* 15pages 

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threaTrace: Detecting and Tracing Host-based Threats in Node Level Through Provenance Graph Learning


Nov 08, 2021
Su Wang, Zhiliang Wang, Tao Zhou, Xia Yin, Dongqi Han, Han Zhang, Hongbin Sun, Xingang Shi, Jiahai Yang

* 13 pages, 6 figures 

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The NiuTrans Machine Translation Systems for WMT21


Sep 22, 2021
Shuhan Zhou, Tao Zhou, Binghao Wei, Yingfeng Luo, Yongyu Mu, Zefan Zhou, Chenglong Wang, Xuanjun Zhou, Chuanhao Lv, Yi Jing, Laohu Wang, Jingnan Zhang, Canan Huang, Zhongxiang Yan, Chi Hu, Bei Li, Tong Xiao, Jingbo Zhu


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