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Sill-Net: Feature Augmentation with Separated Illumination Representation


Feb 06, 2021
Haipeng Zhang, Zhong Cao, Ziang Yan, Changshui Zhang


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Learning Fast Approximations of Sparse Nonlinear Regression


Oct 26, 2020
Yuhai Song, Zhong Cao, Kailun Wu, Ziang Yan, Changshui Zhang


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FMA-ETA: Estimating Travel Time Entirely Based on FFN With Attention


Jun 07, 2020
Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Ziang Yan, Changshui Zhang, Jieping Ye


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Adversarial Margin Maximization Networks


Nov 14, 2019
Ziang Yan, Yiwen Guo, Changshui Zhang

* 11 pages + 1 page appendix, accepted by T-PAMI 

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Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks


Jun 11, 2019
Ziang Yan, Yiwen Guo, Changshui Zhang

* 10 pages + 3 pages supplementary material 

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Deep Defense: Training DNNs with Improved Adversarial Robustness


May 30, 2018
Ziang Yan, Yiwen Guo, Changshui Zhang

* 10 pages + 6 pages supplementary material 

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Optimizing Recurrent Neural Networks Architectures under Time Constraints


Feb 21, 2018
Junqi Jin, Ziang Yan, Kun Fu, Nan Jiang, Changshui Zhang

* Withdrawn due to incompleteness and some overlaps with existing literatures, I will resubmit adding further results 

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Neural Network Architecture Optimization through Submodularity and Supermodularity


Feb 21, 2018
Junqi Jin, Ziang Yan, Kun Fu, Nan Jiang, Changshui Zhang

* Withdrawn due to incompleteness and some overlaps with existing literatures, I will resubmit adding further results 

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Zero-Shot Learning by Generating Pseudo Feature Representations


Mar 19, 2017
Jiang Lu, Jin Li, Ziang Yan, Changshui Zhang

* Pattern Recognition, Volume 80, August 2018, Pages 129-142 
* 9 pages 

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Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm


Feb 28, 2017
Ziang Yan, Jian Liang, Weishen Pan, Jin Li, Changshui Zhang

* 9 pages 

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