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Improved Image Matting via Real-time User Clicks and Uncertainty Estimation

Dec 15, 2020
Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Hanqing Zhao, Weiming Zhang, Nenghai Yu


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Are Fewer Labels Possible for Few-shot Learning?

Dec 10, 2020
Suichan Li, Dongdong Chen, Yinpeng Chen, Lu Yuan, Lei Zhang, Qi Chu, Nenghai Yu


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Semantic Image Synthesis via Efficient Class-Adaptive Normalization

Dec 08, 2020
Zhentao Tan, Dongdong Chen, Qi Chu, Menglei Chai, Jing Liao, Mingming He, Lu Yuan, Gang Hua, Nenghai Yu

* arXiv admin note: substantial text overlap with arXiv:2004.02867 

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Identity-Driven DeepFake Detection

Dec 07, 2020
Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Weiming Zhang, Nenghai Yu, Dong Chen, Fang Wen, Baining Guo


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Passport-aware Normalization for Deep Model Protection

Nov 03, 2020
Jie Zhang, Dongdong Chen, Jing Liao, Weiming Zhang, Gang Hua, Nenghai Yu

* Fix typo error. To Appear in NeurIPs 2020, code at "https://github.com/ZJZAC/Passport-aware-Normalization

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LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud-based Deep Networks

Nov 01, 2020
Hang Zhou, Dongdong Chen, Jing Liao, Weiming Zhang, Kejiang Chen, Xiaoyi Dong, Kunlin Liu, Gang Hua, Nenghai Yu

* CVPR 2020, code available at: https://github.com/RyanHangZhou/LG-GAN 

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MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing

Oct 30, 2020
Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Lu Yuan, Sergey Tulyakov, Nenghai Yu

* Siggraph 2020, code is available at https://github.com/tzt101/MichiGAN 

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GreedyFool: Distortion-Aware Sparse Adversarial Attack

Oct 26, 2020
Xiaoyi Dong, Dongdong Chen, Jianmin Bao, Chuan Qin, Lu Yuan, Weiming Zhang, Nenghai Yu, Dong Chen

* To appear in NeurIPS 2020, code: https://github.com/LightDXY/GreedyFool 

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Rethinking Spatially-Adaptive Normalization

Apr 06, 2020
Zhentao Tan, Dongdong Chen, Qi Chu, Menglei Chai, Jing Liao, Mingming He, Lu Yuan, Nenghai Yu


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Density-Aware Graph for Deep Semi-Supervised Visual Recognition

Mar 30, 2020
Suichan Li, Bin Liu, Dongdong Chen, Qi Chu, Lu Yuan, Nenghai Yu

* Accepted by CVPR2020 

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Cross-modality Person re-identification with Shared-Specific Feature Transfer

Mar 12, 2020
Yan Lu, Yue Wu, Bin Liu, Tianzhu Zhang, Baopu Li, Qi Chu, Nenghai Yu

* To appear at CVPR2020 

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Model Watermarking for Image Processing Networks

Feb 25, 2020
Jie Zhang, Dongdong Chen, Jing Liao, Han Fang, Weiming Zhang, Wenbo Zhou, Hao Cui, Nenghai Yu

* AAAI 2020 

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Self-supervised Adversarial Training

Nov 15, 2019
Kejiang Chen, Hang Zhou, Yuefeng Chen, Xiaofeng Mao, Yuhong Li, Yuan He, Hui Xue, Weiming Zhang, Nenghai Yu

* Submitted to ICASSP 2020 

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Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once

Aug 14, 2019
Jiangfan Han, Xiaoyi Dong, Ruimao Zhang, Dongdong Chen, Weiming Zhang, Nenghai Yu, Ping Luo, Xiaogang Wang

* Accepted by ICCV 2019 

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Memory-Based Neighbourhood Embedding for Visual Recognition

Aug 14, 2019
Suichan Li, Dapeng Chen, Bin Liu, Nenghai Yu, Rui Zhao

* Accepted by ICCV2019 for oral presentation 

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A General Decoupled Learning Framework for Parameterized Image Operators

Jul 11, 2019
Qingnan Fan, Dongdong Chen, Lu Yuan, Gang Hua, Nenghai Yu, Baoquan Chen

* Published in TPAMI 2019. arXiv admin note: substantial text overlap with arXiv:1807.08186 

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A Large Scale Urban Surveillance Video Dataset for Multiple-Object Tracking and Behavior Analysis

Apr 26, 2019
Guojun Yin, Bin Liu, Huihui Zhu, Tao Gong, Nenghai Yu

* 6 pages 

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Semantics Disentangling for Text-to-Image Generation

Apr 02, 2019
Guojun Yin, Bin Liu, Lu Sheng, Nenghai Yu, Xiaogang Wang, Jing Shao

* 14 pages, 11 figures, accepted as an ORAL at CVPR2019 

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Context and Attribute Grounded Dense Captioning

Apr 02, 2019
Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao

* 12 pages, 9 figures, accepted as a POSTER at CVPR2019 

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Deflecting 3D Adversarial Point Clouds Through Outlier-Guided Removal

Dec 25, 2018
Hang Zhou, Kejiang Chen, Weiming Zhang, Han Fang, Wenbo Zhou, Nenghai Yu

* 10 pages, 8 figures, conference. arXiv admin note: text overlap with arXiv:1711.01991 by other authors 

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Real-Time Anomaly Detection With HMOF Feature

Dec 12, 2018
Huihui Zhu, Bin Liu, Guojun Yin, Yan Lu, Weihai Li, Nenghai Yu

* 6 pages 

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Emerging Applications of Reversible Data Hiding

Nov 07, 2018
Dongdong Hou, Weiming Zhang, Jiayang Liu, Siyan Zhou, Dongdong Chen, Nenghai Yu

* ICIGP 2019 

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CAAD 2018: Iterative Ensemble Adversarial Attack

Nov 07, 2018
Jiayang Liu, Weiming Zhang, Nenghai Yu

* arXiv admin note: text overlap with arXiv:1811.00189 

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CAAD 2018: Powerful None-Access Black-Box Attack Based on Adversarial Transformation Network

Nov 03, 2018
Xiaoyi Dong, Weiming Zhang, Nenghai Yu


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Reversible Adversarial Examples

Nov 01, 2018
Jiayang Liu, Dongdong Hou, Weiming Zhang, Nenghai Yu


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Capacity Control of ReLU Neural Networks by Basis-path Norm

Sep 19, 2018
Shuxin Zheng, Qi Meng, Huishuai Zhang, Wei Chen, Nenghai Yu, Tie-Yan Liu


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Detection based Defense against Adversarial Examples from the Steganalysis Point ot View

Sep 07, 2018
Jiayang Liu, Weiming Zhang, Yiwei Zhang, Dongdong Hou, Yujia Liu, Hongyue Zha, Nenghai Yu

* 8 pages, 3 figures 

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