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Going Far Boosts Attack Transferability, but Do Not Do It

Feb 20, 2021
Sizhe Chen, Qinghua Tao, Zhixing Ye, Xiaolin Huang


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Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT

Dec 10, 2020
Yulei Qin, Hao Zheng, Yun Gu, Xiaolin Huang, Jie Yang, Lihui Wang, Feng Yao, Yue-Min Zhu, Guang-Zhong Yang

* 14 pages, submitted to IEEE TMI 

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Towards a Unified Quadrature Framework for Large-Scale Kernel Machines

Nov 03, 2020
Fanghui Liu, Xiaolin Huang, Yudong Chen, Johan A. K. Suykens

* 27 pages, 9 figures 

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Learn Robust Features via Orthogonal Multi-Path

Oct 23, 2020
Kun Fang, Yingwen Wu, Tao Li, Xiaolin Huang, Jie Yang


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One-shot Distributed Algorithm for Generalized Eigenvalue Problem

Oct 22, 2020
Kexin Lv, Fan He, Xiaolin Huang, Jie Yang, Liming Chen


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End-to-end Kernel Learning via Generative Random Fourier Features

Sep 10, 2020
Kun Fang, Xiaolin Huang, Fanghui Liu, Jie Yang


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Attack on Multi-Node Attention for Object Detection

Aug 16, 2020
Sizhe Chen, Fan He, Xiaolin Huang, Kun Zhang


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Analysis of Least Squares Regularized Regression in Reproducing Kernel Krein Spaces

Jun 01, 2020
Fanghui Liu, Lei Shi, Xiaolin Huang, Jie Yang, Johan A. K. Suykens


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Generalizing Random Fourier Features via Generalized Measures

May 30, 2020
Fanghui Liu, Xiaolin Huang, Yingyi Chen, Johan A. K. Suykens


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A Communication-Efficient Distributed Algorithm for Kernel Principal Component Analysis

May 06, 2020
Fan He, Xiaolin Huang, Kexin Lv, Jie Yang


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Random Features for Kernel Approximation: A Survey in Algorithms, Theory, and Beyond

Apr 24, 2020
Fanghui Liu, Xiaolin Huang, Yudong Chen, Johan A. K. Suykens

* The current version is not ready for public avaliable 

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Sparse Generalized Canonical Correlation Analysis: Distributed Alternating Iteration based Approach

Apr 23, 2020
Jia Cai, Kexin Lv, Junyi Huo, Xiaolin Huang, Jie Yang


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Adversarial Imitation Attack

Mar 31, 2020
Mingyi Zhou, Jing Wu, Yipeng Liu, Xiaolin Huang, Shuaicheng Liu, Xiang Zhang, Ce Zhu

* 8 pages 

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Stereo Endoscopic Image Super-Resolution Using Disparity-Constrained Parallel Attention

Mar 19, 2020
Tianyi Zhang, Yun Gu, Xiaolin Huang, Enmei Tu, Jie Yang

* 6 pages, 4 figures, accepted as a workshop paper at AI4AH, ICLR 2020 

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Double Backpropagation for Training Autoencoders against Adversarial Attack

Mar 04, 2020
Chengjin Sun, Sizhe Chen, Xiaolin Huang


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Type I Attack for Generative Models

Mar 04, 2020
Chengjin Sun, Sizhe Chen, Jia Cai, Xiaolin Huang


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Generate High-Resolution Adversarial Samples by Identifying Effective Features

Jan 21, 2020
Sizhe Chen, Peidong Zhang, Chengjin Sun, Jia Cai, Xiaolin Huang


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Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet

Jan 16, 2020
Sizhe Chen, Zhengbao He, Chengjin Sun, Xiaolin Huang

* arXiv admin note: text overlap with arXiv:1912.07160 

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Mixed-Precision Quantized Neural Network with Progressively Decreasing Bitwidth For Image Classification and Object Detection

Dec 29, 2019
Tianshu Chu, Qin Luo, Jie Yang, Xiaolin Huang


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DAmageNet: A Universal Adversarial Dataset

Dec 16, 2019
Sizhe Chen, Xiaolin Huang, Zhengbao He, Chengjin Sun


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Random Fourier Features via Fast Surrogate Leverage Weighted Sampling

Nov 20, 2019
Fanghui Liu, Xiaolin Huang, Yudong Chen, Jie Yang, Johan A. K. Suykens

* accepted by AAAI-20 

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Deep Kernel Learning via Random Fourier Features

Oct 07, 2019
Jiaxuan Xie, Fanghui Liu, Kaijie Wang, Xiaolin Huang


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Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior

Aug 28, 2019
Yixing Huang, Alexander Preuhs, Guenter Lauritsch, Michael Manhart, Xiaolin Huang, Andreas Maier

* Accepted by MICCAI MLMIR workshop 

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A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing

Jul 23, 2019
Wei Liu, Pingping Zhang, Xiaolin Huang, Jie Yang, Chunhua Shen, Ian Reid


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AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks

Jul 16, 2019
Yulei Qin, Mingjian Chen, Hao Zheng, Yun Gu, Mali Shen, Jie Yang, Xiaolin Huang, Yue-Min Zhu, Guang-Zhong Yang

* 8 pages, 4 figures 

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Robust Visual Tracking Revisited: From Correlation Filter to Template Matching

Apr 15, 2019
Fanghui Liu, Chen Gong, Xiaolin Huang, Tao Zhou, Jie Yang, Dacheng Tao

* has been published on IEEE TIP 

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Online PCB Defect Detector On A New PCB Defect Dataset

Feb 17, 2019
Sanli Tang, Fan He, Xiaolin Huang, Jie Yang

* 4 pages, 4 figures 

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Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks

Oct 20, 2018
Yulei Qin, Ning Song, Hao Zheng, Xiaolin Huang, Jie Yang, Yue-Min Zhu, Guang-Zhong Yang

* 10 pages, 11 figures, 10 tables 

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