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Modeling Adversarial Noise for Adversarial Defense


Oct 06, 2021
Dawei Zhou, Nannan Wang, Bo Han, Tongliang Liu


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Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id


Sep 29, 2021
De Cheng, Jingyu Zhou, Nannan Wang, Xinbo Gao


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Single Image Dehazing with An Independent Detail-Recovery Network


Sep 22, 2021
Yan Li, De Cheng, Jiande Sun, Dingwen Zhang, Nannan Wang, Xinbo Gao


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Modelling Adversarial Noise for Adversarial Defense


Sep 21, 2021
Dawei Zhou, Nannan Wang, Tongliang Liu, Bo Han


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Support-Set Based Cross-Supervision for Video Grounding


Aug 24, 2021
Xinpeng Ding, Nannan Wang, Shiwei Zhang, De Cheng, Xiaomeng Li, Ziyuan Huang, Mingqian Tang, Xinbo Gao

* Accepted by ICCV 2021 

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Exploring Set Similarity for Dense Self-supervised Representation Learning


Jul 19, 2021
Zhaoqing Wang, Qiang Li, Guoxin Zhang, Pengfei Wan, Wen Zheng, Nannan Wang, Mingming Gong, Tongliang Liu

* 14 pages, 9 figures 

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Kernel Mean Estimation by Marginalized Corrupted Distributions


Jul 10, 2021
Xiaobo Xia, Shuo Shan, Mingming Gong, Nannan Wang, Fei Gao, Haikun Wei, Tongliang Liu


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Improving White-box Robustness of Pre-processing Defenses via Joint Adversarial Training


Jun 10, 2021
Dawei Zhou, Nannan Wang, Xinbo Gao, Bo Han, Jun Yu, Xiaoyu Wang, Tongliang Liu


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Towards Defending against Adversarial Examples via Attack-Invariant Features


Jun 09, 2021
Dawei Zhou, Tongliang Liu, Bo Han, Nannan Wang, Chunlei Peng, Xinbo Gao


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Removing Adversarial Noise in Class Activation Feature Space


Apr 19, 2021
Dawei Zhou, Nannan Wang, Chunlei Peng, Xinbo Gao, Xiaoyu Wang, Jun Yu, Tongliang Liu


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Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer


Apr 18, 2021
Tianwei Lin, Zhuoqi Ma, Fu Li, Dongliang He, Xin Li, Errui Ding, Nannan Wang, Jie Li, Xinbo Gao

* Accepted by CVPR 2021. Codes will be released soon on https://github.com/PaddlePaddle/PaddleGAN/ 

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Extended T: Learning with Mixed Closed-set and Open-set Noisy Labels


Dec 02, 2020
Xiaobo Xia, Tongliang Liu, Bo Han, Nannan Wang, Jiankang Deng, Jiatong Li, Yinian Mao


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CoFF: Cooperative Spatial Feature Fusion for 3D Object Detection on Autonomous Vehicles


Sep 24, 2020
Jingda Guo, Dominic Carrillo, Sihai Tang, Qi Chen, Qing Yang, Song Fu, Xi Wang, Nannan Wang, Paparao Palacharla


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Weakly Supervised Temporal Action Localization with Segment-Level Labels


Jul 03, 2020
Xinpeng Ding, Nannan Wang, Xinbo Gao, Jie Li, Xiaoyu Wang, Tongliang Liu

* 18 pages,7 figures 

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Parts-dependent Label Noise: Towards Instance-dependent Label Noise


Jun 14, 2020
Xiaobo Xia, Tongliang Liu, Bo Han, Nannan Wang, Mingming Gong, Haifeng Liu, Gang Niu, Dacheng Tao, Masashi Sugiyama


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Class2Simi: A New Perspective on Learning with Label Noise


Jun 14, 2020
Songhua Wu, Xiaobo Xia, Tongliang Liu, Bo Han, Mingming Gong, Nannan Wang, Haifeng Liu, Gang Niu


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Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition


May 25, 2020
Bing Cao, Nannan Wang, Xinbo Gao, Jie Li, Zhifeng Li

* IJCAI 2019 

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Facial Attribute Capsules for Noise Face Super Resolution


Feb 16, 2020
Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Xinbo Gao, Zhifeng Li

* To appear in AAAI 2020 

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Multi-Class Classification from Noisy-Similarity-Labeled Data


Feb 16, 2020
Songhua Wu, Xiaobo Xia, Tongliang Liu, Bo Han, Mingming Gong, Nannan Wang, Haifeng Liu, Gang Niu


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Video Face Super-Resolution with Motion-Adaptive Feedback Cell


Feb 15, 2020
Jingwei Xin, Nannan Wang, Jie Li, Xinbo Gao, Zhifeng Li

* To appear in AAAI 2020 

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Are Anchor Points Really Indispensable in Label-Noise Learning?


Jun 01, 2019
Xiaobo Xia, Tongliang Liu, Nannan Wang, Bo Han, Chen Gong, Gang Niu, Masashi Sugiyama


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Saliency deep embedding for aurora image search


May 23, 2018
Xi Yang, Xinbo Gao, Bin Song, Nannan Wang, Dong Yang


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Random Sampling for Fast Face Sketch Synthesis


Aug 11, 2017
Nannan Wang, Xinbo Gao, Jie Li


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Sparse Graphical Representation based Discriminant Analysis for Heterogeneous Face Recognition


Jul 01, 2016
Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li

* 13 pages, 17 figures, submitted to IEEE TNNLS 

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Training-Free Synthesized Face Sketch Recognition Using Image Quality Assessment Metrics


Mar 25, 2016
Nannan Wang, Jie Li, Leiyu Sun, Bin Song, Xinbo Gao


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Graphical Representation for Heterogeneous Face Recognition


Mar 14, 2016
Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li

* 13 pages, 10 figures, TPAMI 2016 accepted 

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Facial Feature Point Detection: A Comprehensive Survey


Oct 04, 2014
Nannan Wang, Xinbo Gao, Dacheng Tao, Xuelong Li

* 32 pages, 13 figures 

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