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Masked Faces with Faced Masks


Jan 17, 2022
Jiayi Zhu, Qing Guo, Felix Juefei-Xu, Yihao Huang, Yang Liu, Geguang Pu

* 8 pages 

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ALA: Adversarial Lightness Attack via Naturalness-aware Regularizations


Jan 16, 2022
Liangru Sun, Felix Juefei-Xu, Yihao Huang, Qing Guo, Jiayi Zhu, Jincao Feng, Yang Liu, Geguang Pu

* 8 pages 

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Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining


Jan 07, 2022
Qing Guo, Jingyang Sun, Felix Juefei-Xu, Lei Ma, Di Lin, Wei Feng, Song Wang

* 14 pages, 10 figures, 10 tables. This is the extention of our conference version https://github.com/tsingqguo/efficientderain 

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ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks


Dec 11, 2021
Hua Qi, Zhijie Wang, Qing Guo, Jianlang Chen, Felix Juefei-Xu, Lei Ma, Jianjun Zhao

* 33 pages, 7 figures 

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Benchmarking Shadow Removal for Facial Landmark Detection and Beyond


Nov 27, 2021
Lan Fu, Qing Guo, Felix Juefei-Xu, Hongkai Yu, Wei Feng, Yang Liu, Song Wang


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AdvBokeh: Learning to Adversarially Defocus Blur


Nov 25, 2021
Yihao Huang, Felix Juefei-Xu, Qing Guo, Weikai Miao, Yang Liu, Geguang Pu

* 13 pages 

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Adversarial Relighting against Face Recognition


Sep 01, 2021
Ruijun Gao, Qing Guo, Qian Zhang, Felix Juefei-Xu, Hongkai Yu, Wei Feng


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CarveNet: Carving Point-Block for Complex 3D Shape Completion


Jul 28, 2021
Qing Guo, Zhijie Wang, Felix Juefei-Xu, Di Lin, Lei Ma, Wei Feng, Yang Liu

* 10 pages and 10 figures 

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Learning to Adversarially Blur Visual Object Tracking


Jul 26, 2021
Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yang Liu, Jianjun Zhao

* This work has been accepted to ICCV2021. 12 pages, 5 figures 

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JPGNet: Joint Predictive Filtering and Generative Network for Image Inpainting


Jul 24, 2021
Qing Guo, Xiaoguang Li, Felix Juefei-Xu, Hongkai Yu, Yang Liu, Song wang

* This work has been accepted to ACM-MM 2021 

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AdvFilter: Predictive Perturbation-aware Filtering against Adversarial Attack via Multi-domain Learning


Jul 14, 2021
Yihao Huang, Qing Guo, Felix Juefei-Xu, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu

* This work has been accepted to ACM-MM 2021 

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Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE


Jul 02, 2021
Junya Chen, Zhe Gan, Xuan Li, Qing Guo, Liqun Chen, Shuyang Gao, Tagyoung Chung, Yi Xu, Belinda Zeng, Wenlian Lu, Fan Li, Lawrence Carin, Chenyang Tao


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Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization


Jul 02, 2021
Qing Guo, Junya Chen, Dong Wang, Yuewei Yang, Xinwei Deng, Lawrence Carin, Fan Li, Chenyang Tao


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Sparta: Spatially Attentive and Adversarially Robust Activation


May 18, 2021
Qing Guo, Felix Juefei-Xu, Changqing Zhou, Yang Liu, Song Wang

* 8 pages, 3 figures 

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AVA: Adversarial Vignetting Attack against Visual Recognition


May 12, 2021
Binyu Tian, Felix Juefei-Xu, Qing Guo, Xiaofei Xie, Xiaohong Li, Yang Liu

* This work has been accepted to IJCAI2021 

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Let There be Light: Improved Traffic Surveillance via Detail Preserving Night-to-Day Transfer


May 11, 2021
Lan Fu, Hongkai Yu, Felix Juefei-Xu, Jinlong Li, Qing Guo, Song Wang

* to appear in TCSVT 2021 

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DeepMix: Online Auto Data Augmentation for Robust Visual Object Tracking


May 03, 2021
Ziyi Cheng, Xuhong Ren, Felix Juefei-Xu, Wanli Xue, Qing Guo, Lei Ma, Jianjun Zhao

* 6 pages, 2 figures. This work has been accepted to ICME 2021 

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AdvHaze: Adversarial Haze Attack


Apr 28, 2021
Ruijun Gao, Qing Guo, Felix Juefei-Xu, Hongkai Yu, Wei Feng


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Auto-Exposure Fusion for Single-Image Shadow Removal


Mar 01, 2021
Lan Fu, Changqing Zhou, Qing Guo, Felix Juefei-Xu, Hongkai Yu, Wei Feng, Yang Liu, Song Wang

* CVPR 2021 
* accept to cvpr2021 

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Countering Malicious DeepFakes: Survey, Battleground, and Horizon


Feb 27, 2021
Felix Juefei-Xu, Run Wang, Yihao Huang, Qing Guo, Lei Ma, Yang Liu

* 34 pages, 14 figures 

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DeepRepair: Style-Guided Repairing for DNNs in the Real-world Operational Environment


Nov 19, 2020
Bing Yu, Hua Qi, Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Jianjun Zhao

* 14 pages; 5 figures 

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Making Images Undiscoverable from Co-Saliency Detection


Sep 19, 2020
Ruijun Gao, Qing Guo, Felix Juefei-Xu, Hongkai Yu, Xuhong Ren, Wei Feng, Song Wang


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Bias Field Poses a Threat to DNN-based X-Ray Recognition


Sep 19, 2020
Binyu Tian, Qing Guo, Felix Juefei-Xu, Wen Le Chan, Yupeng Cheng, Xiaohong Li, Xiaofei Xie, Shengchao Qin

* 9 pages, 6 figures 

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EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining


Sep 19, 2020
Qing Guo, Jingyang Sun, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Wei Feng, Yang Liu

* 9 pages, 9 figures 

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Adversarial Exposure Attack on Diabetic Retinopathy Imagery


Sep 19, 2020
Yupeng Cheng, Felix Juefei-Xu, Qing Guo, Huazhu Fu, Xiaofei Xie, Shang-Wei Lin, Weisi Lin, Yang Liu


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FakeRetouch: Evading DeepFakes Detection via the Guidance of Deliberate Noise


Sep 19, 2020
Yihao Huang, Felix Juefei-Xu, Qing Guo, Xiaofei Xie, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu

* 9 pages 

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It's Raining Cats or Dogs? Adversarial Rain Attack on DNN Perception


Sep 19, 2020
Liming Zhai, Felix Juefei-Xu, Qing Guo, Xiaofei Xie, Lei Ma, Wei Feng, Shengchao Qin, Yang Liu


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