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Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis


May 29, 2021
Yang He, Ning Yu, Margret Keuper, Mario Fritz

* To appear in IJCAI2021. Source code at https://github.com/SSAW14/BeyondtheSpectrum 

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Dual Contrastive Loss and Attention for GANs


Mar 31, 2021
Ning Yu, Guilin Liu, Aysegul Dundar, Andrew Tao, Bryan Catanzaro, Larry Davis, Mario Fritz


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KNN, An Underestimated Model for Regional Rainfall Forecasting


Mar 28, 2021
Ning Yu, Timothy Haskins


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Deep Video Inpainting Detection


Jan 26, 2021
Peng Zhou, Ning Yu, Zuxuan Wu, Larry S. Davis, Abhinav Shrivastava, Ser-Nam Lim


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Responsible Disclosure of Generative Models Using Scalable Fingerprinting


Dec 16, 2020
Ning Yu, Vladislav Skripniuk, Dingfan Chen, Larry Davis, Mario Fritz


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Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs


Nov 28, 2020
Hui-Po Wang, Ning Yu, Mario Fritz


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Black-Box Watermarking for Generative Adversarial Networks


Aug 03, 2020
Vladislav Skripniuk, Ning Yu, Sahar Abdelnabi, Mario Fritz


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Inclusive GAN: Improving Data and Minority Coverage in Generative Models


Apr 12, 2020
Ning Yu, Ke Li, Peng Zhou, Jitendra Malik, Larry Davis, Mario Fritz


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Long-Tailed Recognition Using Class-Balanced Experts


Apr 07, 2020
Saurabh Sharma, Ning Yu, Mario Fritz, Bernt Schiele

* 18 pages, 5 figures, 9 tables 

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AI-Powered GUI Attack and Its Defensive Methods


Jan 26, 2020
Ning Yu, Zachary Tuttle, Carl Jake Thurnau, Emmanuel Mireku


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GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs


Sep 09, 2019
Dingfan Chen, Ning Yu, Yang Zhang, Mario Fritz


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Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture


Jan 11, 2019
Ning Yu, Connelly Barnes, Eli Shechtman, Sohrab Amirghodsi, Michal Lukac


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Attributing Fake Images to GANs: Analyzing Fingerprints in Generated Images


Nov 20, 2018
Ning Yu, Larry Davis, Mario Fritz


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Reconstruction of Hidden Representation for Robust Feature Extraction


Oct 23, 2018
Zeng Yu, Tianrui Li, Ning Yu, Yi Pan, Hongmei Chen, Bing Liu

* This article has been accepted for publication in a future issue of ACM Transactions on Intelligent Systems and Technology 

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Learning to Detect Multiple Photographic Defects


Mar 08, 2018
Ning Yu, Xiaohui Shen, Zhe Lin, Radomir Mech, Connelly Barnes

* Accepted to WACV'18 

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Three-Stream Convolutional Networks for Video-based Person Re-Identification


Nov 22, 2017
Zeng Yu, Tianrui Li, Ning Yu, Xun Gong, Ke Chen, Yi Pan


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