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A Simple Baseline for StyleGAN Inversion


Apr 15, 2021
Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Weiming Zhang, Lu Yuan, Gang Hua, Nenghai Yu


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Reversible Watermarking in Deep Convolutional Neural Networks for Integrity Authentication


Apr 09, 2021
Xiquan Guan, Huamin Feng, Weiming Zhang, Hang Zhou, Jie Zhang, Nenghai Yu

* Accepted to ACM MM 2020 

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Towards Generalizable and Robust Face Manipulation Detection via Bag-of-local-feature


Mar 14, 2021
Changtao Miao, Qi Chu, Weihai Li, Tao Gong, Wanyi Zhuang, Nenghai Yu

* 5 pages, 2 figures 

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Diverse Semantic Image Synthesis via Probability Distribution Modeling


Mar 11, 2021
Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Bin Liu, Gang Hua, Nenghai Yu

* Accepted By CVPR 2021 

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Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain


Mar 10, 2021
Honggu Liu, Xiaodan Li, Wenbo Zhou, Yuefeng Chen, Yuan He, Hui Xue, Weiming Zhang, Nenghai Yu

* Accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 

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Deep Model Intellectual Property Protection via Deep Watermarking


Mar 08, 2021
Jie Zhang, Dongdong Chen, Jing Liao, Weiming Zhang, Huamin Feng, Gang Hua, Nenghai Yu

* To appear at TPAMI 2021 

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Multi-attentional Deepfake Detection


Mar 08, 2021
Hanqing Zhao, Wenbo Zhou, Dongdong Chen, Tianyi Wei, Weiming Zhang, Nenghai Yu

* CVPR2021 preview 

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Adversarial Examples Detection beyond Image Space


Feb 23, 2021
Kejiang Chen, Yuefeng Chen, Hang Zhou, Chuan Qin, Xiaofeng Mao, Weiming Zhang, Nenghai Yu

* To appear in ICASSP 2021 

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Return-Based Contrastive Representation Learning for Reinforcement Learning


Feb 22, 2021
Guoqing Liu, Chuheng Zhang, Li Zhao, Tao Qin, Jinhua Zhu, Jian Li, Nenghai Yu, Tie-Yan Liu

* ICLR 2021 

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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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