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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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A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks


Mar 10, 2021
Xiang Wang, Xiaoyong Li, Junxing Zhu, Zichen Xu, Kaijun Ren, Weiming Zhang, Xinwang Liu, Kui Yu

* Vec2vec, Dasfaa 2021, 16 pages 

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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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A Brief Survey on Deep Learning Based Data Hiding, Steganography and Watermarking


Mar 02, 2021
Chaoning Zhang, Chenguo Lin, Philipp Benz, Kejiang Chen, Weiming Zhang, In So Kweon


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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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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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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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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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Worst-Case-Aware Curriculum Learning for Zero and Few Shot Transfer


Sep 23, 2020
Sheng Zhang, Xin Zhang, Weiming Zhang, Anders Søgaard


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DeepFaceLab: A simple, flexible and extensible face swapping framework


May 20, 2020
Ivan Perov, Daiheng Gao, Nikolay Chervoniy, Kunlin Liu, Sugasa Marangonda, Chris Umé, Mr. Dpfks, Carl Shift Facenheim, Luis RP, Jian Jiang, Sheng Zhang, Pingyu Wu, Bo Zhou, Weiming Zhang


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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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Reversible Adversarial Example based on Reversible Image Transformation


Dec 05, 2019
Zhaoxia Yin, Hua Wang, Weiming Zhang

* The literature survey is inadequate, need a more comprehensive literature review 

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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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Neural Machine Reading Comprehension: Methods and Trends


Jul 15, 2019
Shanshan Liu, Xin Zhang, Sheng Zhang, Hui Wang, Weiming Zhang

* 39 pages 

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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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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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