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Robust Attentive Deep Neural Network for Exposing GAN-generated Faces


Sep 05, 2021
Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu


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Eyes Tell All: Irregular Pupil Shapes Reveal GAN-generated Faces


Sep 01, 2021
Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu


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T$_k$ML-AP: Adversarial Attacks to Top-$k$ Multi-Label Learning


Jul 31, 2021
Shu Hu, Lipeng Ke, Xin Wang, Siwei Lyu

* Accepted by International Conference on Computer Vision (ICCV 2021) (14 pages) 

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Sum of Ranked Range Loss for Supervised Learning


Jun 07, 2021
Shu Hu, Yiming Ying, Xin Wang, Siwei Lyu

* 40 pages. arXiv admin note: substantial text overlap with arXiv:2010.01741 

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Transferable Adversarial Examples for Anchor Free Object Detection


Jun 04, 2021
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Bin Zhu, Youbing Yin, Qi Song, Xi Wu

* Accepted as oral in ICME 2021 

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Imperceptible Adversarial Examples for Fake Image Detection


Jun 03, 2021
Quanyu Liao, Yuezun Li, Xin Wang, Bin Kong, Bin Zhu, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu

* Accepted by ICIP 2021 

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DFGC 2021: A DeepFake Game Competition


Jun 02, 2021
Bo Peng, Hongxing Fan, Wei Wang, Jing Dong, Yuezun Li, Siwei Lyu, Qi Li, Zhenan Sun, Han Chen, Baoying Chen, Yanjie Hu, Shenghai Luo, Junrui Huang, Yutong Yao, Boyuan Liu, Hefei Ling, Guosheng Zhang, Zhiliang Xu, Changtao Miao, Changlei Lu, Shan He, Xiaoyan Wu, Wanyi Zhuang


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Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark


May 06, 2021
Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Qilong Wang, Liefeng Bo, Siwei Lyu

* Accpted to CVPR 2021. Dataset and codes can be found in https://github.com/VisDrone/DroneCrowd. arXiv admin note: text overlap with arXiv:1912.01811 

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DeepFake-o-meter: An Open Platform for DeepFake Detection


Mar 02, 2021
Yuezun Li, Cong Zhang, Pu Sun, Honggang Qi, Siwei Lyu

* submitted to SAPDE 2021 

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Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction


Feb 01, 2021
Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu


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LandmarkGAN: Synthesizing Faces from Landmarks


Oct 31, 2020
Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu


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Fast Local Attack: Generating Local Adversarial Examples for Object Detectors


Oct 27, 2020
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu

* Published in: 2020 International Joint Conference on Neural Networks (IJCNN) 

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Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights


Oct 12, 2020
Shu Hu, Yuezun Li, Siwei Lyu


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Learning by Minimizing the Sum of Ranked Range


Oct 05, 2020
Shu Hu, Yiming Ying, Xin Wang, Siwei Lyu

* Accepted by Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020) 

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MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network


Oct 03, 2020
Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu, Ming-Ching Chang, Lei Zhang, Jianfeng Gao, Pengchuan Zhang

* published at ACCV2020 

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Cascade Graph Neural Networks for RGB-D Salient Object Detection


Aug 07, 2020
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng, Siwei Lyu


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DeepFake Detection: Current Challenges and Next Steps


Mar 11, 2020
Siwei Lyu

* arXiv admin note: text overlap with arXiv:1909.12962 

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Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection


Feb 10, 2020
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu


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Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting


Feb 05, 2020
Xian Zhang, Xin Wang, Bin Kong, Youbing Yin, Qi Song, Siwei Lyu, Jiancheng Lv, Canghong Shi, Xiaojie Li


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Learning Semantic Neural Tree for Human Parsing


Dec 20, 2019
Ruyi Ji, Dawei Du, Libo Zhang, Longyin Wen, Yanjun Wu, Chen Zhao, Feiyue Huang, Siwei Lyu


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Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network


Dec 04, 2019
Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Qilong Wang, Liefeng Bo, Siwei Lyu


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Fast Portrait Segmentation with extremely light-weight network


Nov 03, 2019
Yuezun Li, Ao Luo, Siwei Lyu


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Fast and Light-weight Portrait Segmentation


Oct 19, 2019
Yuezun Li, Ao Luo, Siwei Lyu


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Celeb-DF: A New Dataset for DeepFake Forensics


Oct 02, 2019
Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, Siwei Lyu


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Guided Attention Network for Object Detection and Counting on Drones


Sep 25, 2019
Yuanqiang Cai, Dawei Du, Libo Zhang, Longyin Wen, Weiqiang Wang, Yanjun Wu, Siwei Lyu


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Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations


Jun 21, 2019
Yuezun Li, Xin Yang, Baoyuan Wu, Siwei Lyu


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