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Recent Advances in Large Margin Learning


Mar 25, 2021
Yiwen Guo, Changshui Zhang

* 8 pages, 3 figures 

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Deepfake Forensics via An Adversarial Game


Mar 25, 2021
Zhi Wang, Yiwen Guo, Wangmeng Zuo

* 12 pages, 4 figures 

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Backpropagating Linearly Improves Transferability of Adversarial Examples


Dec 07, 2020
Yiwen Guo, Qizhang Li, Hao Chen

* Accepted by NeurIPS 2020 

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Practical No-box Adversarial Attacks against DNNs


Dec 04, 2020
Qizhang Li, Yiwen Guo, Hao Chen

* Accepted by NeurIPS 2020 

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LID 2020: The Learning from Imperfect Data Challenge Results


Oct 17, 2020
Yunchao Wei, Shuai Zheng, Ming-Ming Cheng, Hang Zhao, Liwei Wang, Errui Ding, Yi Yang, Antonio Torralba, Ting Liu, Guolei Sun, Wenguan Wang, Luc Van Gool, Wonho Bae, Junhyug Noh, Jinhwan Seo, Gunhee Kim, Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang, Chuangchuang Tan, Tao Ruan, Guanghua Gu, Shikui Wei, Yao Zhao, Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych, Zhendong Wang, Zhenyuan Chen, Chen Gong, Huanqing Yan, Jun He

* Summary of the 2nd Learning from Imperfect Data Workshop in conjunction with CVPR 2020 

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Yet Another Intermediate-Level Attack


Aug 20, 2020
Qizhang Li, Yiwen Guo, Hao Chen

* Accepted by ECCV 2020 

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On Connections between Regularizations for Improving DNN Robustness


Jul 04, 2020
Yiwen Guo, Long Chen, Yurong Chen, Changshui Zhang

* Accepted by TPAMI 

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Towards Certified Robustness of Metric Learning


Jun 10, 2020
Xiaochen Yang, Yiwen Guo, Mingzhi Dong, Jing-Hao Xue

* 19 pages, 7 figures 

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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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Differentiable Architecture Search with Ensemble Gumbel-Softmax


May 06, 2019
Jianlong Chang, Xinbang Zhang, Yiwen Guo, Gaofeng Meng, Shiming Xiang, Chunhong Pan


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Deep Discriminative Clustering Analysis


May 05, 2019
Jianlong Chang, Yiwen Guo, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan


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Deep Likelihood Network for Image Restoration with Multiple Degradations


Apr 19, 2019
Yiwen Guo, Wangmeng Zuo, Changshui Zhang, Yurong Chen

* 10 pages, 4 figures 

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Sparse DNNs with Improved Adversarial Robustness


Oct 23, 2018
Yiwen Guo, Chao Zhang, Changshui Zhang, Yurong Chen

* To appear in NIPS2018 

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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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Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation


Jul 03, 2017
Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang

* To appear in CVPR 2017. Project Page: https://sites.google.com/view/st-pio/ 

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Network Sketching: Exploiting Binary Structure in Deep CNNs


Jun 07, 2017
Yiwen Guo, Anbang Yao, Hao Zhao, Yurong Chen

* To appear in CVPR2017 

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Dynamic Network Surgery for Efficient DNNs


Nov 10, 2016
Yiwen Guo, Anbang Yao, Yurong Chen

* Accepted by NIPS 2016 

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