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QML for Argoverse 2 Motion Forecasting Challenge


Jul 13, 2022
Tong Su, Xishun Wang, Xiaodong Yang


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Normalized/Clipped SGD with Perturbation for Differentially Private Non-Convex Optimization


Jun 27, 2022
Xiaodong Yang, Huishuai Zhang, Wei Chen, Tie-Yan Liu

* 25 pages, under review 

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TL-GAN: Improving Traffic Light Recognition via Data Synthesis for Autonomous Driving


Mar 28, 2022
Danfeng Wang, Xin Ma, Xiaodong Yang


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Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond


Feb 28, 2022
Yue Yao, Liang Zheng, Xiaodong Yang, Milind Napthade, Tom Gedeon


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Learning Intrinsic Images for Clothing


Nov 16, 2021
Kuo Jiang, Zian Wang, Xiaodong Yang


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Exploring Simple 3D Multi-Object Tracking for Autonomous Driving


Aug 23, 2021
Chenxu Luo, Xiaodong Yang, Alan Yuille

* ICCV 2021 

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Neural Network Repair with Reachability Analysis


Aug 09, 2021
Xiaodong Yang, Tom Yamaguchi, Hoang-Dung Tran, Bardh Hoxha, Taylor T Johnson, Danil Prokhorov


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Reachability Analysis of Convolutional Neural Networks


Jun 22, 2021
Xiaodong Yang, Tomoya Yamaguchi, Hoang-Dung Tran, Bardh Hoxha, Taylor T Johnson, Danil Prokhorov


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The 5th AI City Challenge


May 24, 2021
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Yue Yao, Liang Zheng, Pranamesh Chakraborty, Christian E. Lopez, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff

* Summary of the 5th AI City Challenge Workshop in conjunction with CVPR 2021 

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