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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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