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Rank-based Decomposable Losses in Machine Learning: A Survey


Jul 18, 2022
Shu Hu , Xin Wang , Siwei Lyu

* 20 pages 

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DFGC 2022: The Second DeepFake Game Competition


Jun 30, 2022
Bo Peng , Wei Xiang , Yue Jiang , Wei Wang , Jing Dong , Zhenan Sun , Zhen Lei , Siwei Lyu


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Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces


May 13, 2022
Hui Guo , Shu Hu , Xin Wang , Ming-Ching Chang , Siwei Lyu

* Accepted by IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2022 

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Fusing Global and Local Features for Generalized AI-Synthesized Image Detection


Mar 26, 2022
Yan Ju , Shan Jia , Lipeng Ke , Hongfei Xue , Koki Nagano , Siwei Lyu

* 6 pages, 3 figures, 2 tables 

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PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems


Mar 11, 2022
Shu Hu , Chun-Hao Liu , Jayanta Dutta , Ming-Ching Chang , Siwei Lyu , Naveen Ramakrishnan

* 16 pages 

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Model Attribution of Face-swap Deepfake Videos


Feb 25, 2022
Shan Jia , Xin Li , Siwei Lyu


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GAN-generated Faces Detection: A Survey and New Perspectives


Feb 15, 2022
Xin Wang , Hui Guo , Shu Hu , Ming-Ching Chang , Siwei Lyu


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Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition


Feb 04, 2022
Lipeng Ke , Kuan-Chuan Peng , Siwei Lyu

* AAAI 2022 

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Differentially Private SGDA for Minimax Problems


Jan 22, 2022
Zhenhuan Yang , Shu Hu , Yunwen Lei , Kush R. Varshney , Siwei Lyu , Yiming Ying


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Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration


Dec 14, 2021
Ziwei Luo , Jing Hu , Xin Wang , Shu Hu , Bin Kong , Youbing Yin , Qi Song , Xi Wu , Siwei Lyu

* Accepted by AAAI'22 

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