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Performance Evaluation of Adversarial Attacks: Discrepancies and Solutions


Apr 22, 2021
Jing Wu, Mingyi Zhou, Ce Zhu, Yipeng Liu, Mehrtash Harandi, Li Li


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Train Deep Neural Networks in 40-D Subspaces


Mar 20, 2021
Tao Li, Lei Tan, Qinghua Tao, Yipeng Liu, Xiaolin Huang


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Scalable Deep Compressive Sensing


Jan 22, 2021
Zhonghao Zhang, Yipeng Liu, Xingyu Cao, Fei Wen, Ce Zhu


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Point Cloud Quality Assessment: Large-scale Dataset Construction and Learning-based No-Reference Approach


Dec 22, 2020
Yipeng Liu, Qi Yang, Yiling Xu, Le Yang

* Submitted to IEEE Transactions on Circuits and Systems for Video Technology 

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Decision-based Universal Adversarial Attack


Sep 17, 2020
Jing Wu, Mingyi Zhou, Shuaicheng Liu, Yipeng Liu, Ce Zhu


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Simultaneous Consensus Maximization and Model Fitting


Aug 04, 2020
Fei Wen, Hewen Wei, Yipeng Liu, Peilin Liu

* 16 pages, 10 figures 

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Bayesian Low Rank Tensor Ring Model for Image Completion


Jun 29, 2020
Zhen Long, Ce Zhu, Jiani Liu, Yipeng Liu


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Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization


Jun 29, 2020
Zhen Long, Yipeng Liu, Sixing Zeng, Jiani Liu, Fei Wen, Ce Zhu


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AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing


Apr 21, 2020
Zhonghao Zhang, Yipeng Liu, Jiani Liu, Fei Wen, Ce Zhu


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Frequency-Weighted Robust Tensor Principal Component Analysis


Apr 21, 2020
Shenghan Wang, Yipeng Liu, Lanlan Feng, Ce Zhu


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DaST: Data-free Substitute Training for Adversarial Attacks


Mar 31, 2020
Mingyi Zhou, Jing Wu, Yipeng Liu, Shuaicheng Liu, Ce Zhu

* Accepted by CVPR2020 

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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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Coupled Tensor Completion via Low-rank Tensor Ring


Jan 09, 2020
Huyan Huang, Yipeng Liu, Ce Zhu


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Robust Tensor Recovery using Low-Rank Tensor Ring


Apr 17, 2019
Huyan Huang, Yipeng Liu, Ce Zhu

* arXiv admin note: text overlap with arXiv:1903.03315 

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Provable Model for Tensor Ring Completion


Mar 21, 2019
Huyan Huang, Yipeng Liu, Ce Zhu


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Tensor Grid Decomposition with Application to Tensor Completion


Mar 12, 2019
Huyan Huang, Yipeng Liu, Ce Zhu


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Fast Signal Recovery from Saturated Measurements by Linear Loss and Nonconvex Penalties


Sep 12, 2018
Fan He, Xiaolin Huang, Yipeng Liu, Ming Yan


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Image Ordinal Classification and Understanding: Grid Dropout with Masking Label


May 08, 2018
Chao Zhang, Ce Zhu, Jimin Xiao, Xun Xu, Yipeng Liu

* IEEE International Conference on Multimedia Expo (ICME Oral Presentation) 

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Mesh Interest Point Detection Based on Geometric Measures and Sparse Refinement


Feb 19, 2018
Xinyu Lin, Ce Zhu, Yipeng Liu

* 17 pages 

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Towards thinner convolutional neural networks through Gradually Global Pruning


Mar 29, 2017
Zhengtao Wang, Ce Zhu, Zhiqiang Xia, Qi Guo, Yipeng Liu


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Attribute-controlled face photo synthesis from simple line drawing


Feb 09, 2017
Qi Guo, Ce Zhu, Zhiqiang Xia, Zhengtao Wang, Yipeng Liu

* 5 pages, 5 figures 

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Iterative Block Tensor Singular Value Thresholding for Extraction of Low Rank Component of Image Data


Jan 15, 2017
Longxi Chen, Yipeng Liu, Ce Zhu

* accepted by ICASSP 2017 

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Every Filter Extracts A Specific Texture In Convolutional Neural Networks


Aug 18, 2016
Zhiqiang Xia, Ce Zhu, Zhengtao Wang, Qi Guo, Yipeng Liu

* 5 pages, 5 figures 

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3D Keypoint Detection Based on Deep Neural Network with Sparse Autoencoder


Apr 30, 2016
Xinyu Lin, Ce Zhu, Qian Zhang, Yipeng Liu

* 13 pages, 6 figures 

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Robust Compressed Sensing Under Matrix Uncertainties


Jul 02, 2015
Yipeng Liu

* 17 pages, 8 figures 

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Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization


Jun 29, 2015
Yipeng Liu, Maarten De Vos, Sabine Van Huffel

* 11 pages, 3 figures; accepted by IEEE Transactions on Biomedical Engineering 

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Complex Orthogonal Matching Pursuit and Its Exact Recovery Conditions


Jun 11, 2012
Rong Fan, Qun Wan, Yipeng Liu, Hui Chen, Xiao Zhang

* 18 pages, 5 figures 

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