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3D High-Fidelity Mask Face Presentation Attack Detection Challenge


Aug 16, 2021
Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo


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High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models


Apr 15, 2021
Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, KR Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao


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Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection


Apr 13, 2021
Ajian Liu, Chenxu Zhao, Zitong Yu, Jun Wan, Anyang Su, Xing Liu, Zichang Tan, Sergio Escalera, Junliang Xing, Yanyan Liang, Guodong Guo, Zhen Lei, Stan Z. Li, Du Zhang


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TT-Rec: Tensor Train Compression for Deep Learning Recommendation Models


Jan 25, 2021
Chunxing Yin, Bilge Acun, Xing Liu, Carole-Jean Wu

* To appear in Conference on Machine Learning and Systems (MlSys 2021, https://mlsys.org/

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Pushing the Envelope of Thin Crack Detection


Jan 09, 2021
Liang Xu, Taro Hatsutani, Xing Liu, Engkarat Techapanurak, Han Zou, Takayuki Okatani


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Bayesian Probabilistic Numerical Integration with Tree-Based Models


Jun 09, 2020
Harrison Zhu, Xing Liu, Ruya Kang, Zhichao Shen, Seth Flaxman, François-Xavier Briol


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UDD: An Underwater Open-sea Farm Object Detection Dataset for Underwater Robot Picking


Mar 03, 2020
Zhihui Wang, Chongwei Liu, Shijie Wang, Tao Tang, Yulong Tao, Caifei Yang, Haojie Li, Xing Liu, Xin Fan

* 10 pages, 9 figures 

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2DR1-PCA and 2DL1-PCA: two variant 2DPCA algorithms based on none L2 norm


Dec 23, 2019
Xing Liu, Xiao-Jun Wu, Zi-Qi Li

* 15 pages, 4 figures 

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A Compared Study Between Some Subspace Based Algorithms


Dec 23, 2019
Xing Liu, Xiao-Jun Wu, Zhen Liu, He-Feng Yin

* 13 pages, 5 figures 

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Joint Learning of Multiple Image Restoration Tasks


Jul 10, 2019
Xing Liu, Masanori Suganuma, Takayuki Okatani


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Evaluating Artificial Systems for Pairwise Ranking Tasks Sensitive to Individual Differences


May 30, 2019
Xing Liu, Takayuki Okatani


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Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration


Apr 07, 2019
Xing Liu, Masanori Suganuma, Zhun Sun, Takayuki Okatani

* i) Accepted to CVPR 2019 ii) Code, trained models and additional results for visual comparison will be provided at https://github.com/liu-vis/DualResidualNetworks 

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Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions


Dec 03, 2018
Masanori Suganuma, Xing Liu, Takayuki Okatani

* 13 pages, 13 figures. The code will be released soon 

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Data Augmentation for Robust Keyword Spotting under Playback Interference


Aug 01, 2018
Anirudh Raju, Sankaran Panchapagesan, Xing Liu, Arindam Mandal, Nikko Strom


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Integrating Deep Features for Material Recognition


Apr 21, 2016
Yan Zhang, Mete Ozay, Xing Liu, Takayuki Okatani

* 6 pages 

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