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Let's See Clearly: Contaminant Artifact Removal for Moving Cameras


Apr 18, 2021
Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander

* 10 pages, 11 figures 

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On the Last Iterate Convergence of Momentum Methods


Feb 13, 2021
Xiaoyu Li, Mingrui Liu, Francesco Orabona


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Deep Sketch-guided Cartoon Video Synthesis


Aug 10, 2020
Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander

* 14 pages, 16 figures 

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A High Probability Analysis of Adaptive SGD with Momentum


Jul 28, 2020
Xiaoyu Li, Francesco Orabona


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Exponential Step Sizes for Non-Convex Optimization


Feb 12, 2020
Xiaoyu Li, Zhenxun Zhuang, Francesco Orabona


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GraphRQI: Classifying Driver Behaviors Using Graph Spectrums


Oct 05, 2019
Rohan Chandra, Uttaran Bhattacharya, Trisha Mittal, Xiaoyu Li, Aniket Bera, Dinesh Manocha

* minor edits 

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Document Rectification and Illumination Correction using a Patch-based CNN


Sep 20, 2019
Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander

* 11 pages, 10 figures 

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Blind Geometric Distortion Correction on Images Through Deep Learning


Sep 08, 2019
Xiaoyu Li, Bo Zhang, Pedro V. Sander, Jing Liao

* 10 pages, 11 figures, published in CVPR 2019 

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Using Clinical Narratives and Structured Data to Identify Distant Recurrences in Breast Cancer


Jun 14, 2018
Zexian Zeng, Ankita Roy, Xiaoyu Li, Sasa Espino, Susan Clare, Seema Khan, Yuan Luo


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Natural Language Processing for EHR-Based Computational Phenotyping


Jun 14, 2018
Zexian Zeng, Yu Deng, Xiaoyu Li, Tristan Naumann, Yuan Luo


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On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes


May 31, 2018
Xiaoyu Li, Francesco Orabona

* More discussion on related work 

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Quantum Laplacian Eigenmap


Nov 02, 2016
Yiming Huang, Xiaoyu Li


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Machine Learned Resume-Job Matching Solution


Jul 26, 2016
Yiou Lin, Hang Lei, Prince Clement Addo, Xiaoyu Li


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An Empirical Study on Sentiment Classification of Chinese Review using Word Embedding


Nov 05, 2015
Yiou Lin, Hang Lei, Jia Wu, Xiaoyu Li

* The 29th Pacific Asia Conference on Language, Information and Computing 

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