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Detecting Rotated Objects as Gaussian Distributions and Its 3-D Generalization


Sep 22, 2022
Xue Yang, Gefan Zhang, Xiaojiang Yang, Yue Zhou, Wentao Wang, Jin Tang, Tao He, Junchi Yan

* 19 pages, 11 figures, 16 tables, accepted by TPAMI 2022. Journal extension for GWD (ICML'21) and KLD (NeurIPS'21). arXiv admin note: text overlap with arXiv:2101.11952 

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Efficient Planar Pose Estimation via UWB Measurements


Sep 15, 2022
Haodong Jiang, Wentao Wang, Yuan Shen, Xinghan Li, Xiaoqiang Ren, Biqiang Mu, Junfeng Wu

* We change the organization of the paper, add one author, and correct several typos 

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Enhancing Adversarial Training with Feature Separability


May 02, 2022
Yaxin Li, Xiaorui Liu, Han Xu, Wentao Wang, Jiliang Tang

* 10 pages 

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The KFIoU Loss for Rotated Object Detection


Feb 01, 2022
Xue Yang, Yue Zhou, Gefan Zhang, Jirui Yang, Wentao Wang, Junchi Yan, Xiaopeng Zhang, Qi Tian

* 19 pages, 5 figures, 11 tables, tensorflow code: https://github.com/yangxue0827/RotationDetection, pytorch code: https://github.com/open-mmlab/mmrotate 

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Imbalanced Adversarial Training with Reweighting


Jul 28, 2021
Wentao Wang, Han Xu, Xiaorui Liu, Yaxin Li, Bhavani Thuraisingham, Jiliang Tang


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Towards the Memorization Effect of Neural Networks in Adversarial Training


Jun 09, 2021
Han Xu, Xiaorui Liu, Wentao Wang, Wenbiao Ding, Zhongqin Wu, Zitao Liu, Anil Jain, Jiliang Tang

* Preprint, under submission 

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Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence


Jun 04, 2021
Xue Yang, Xiaojiang Yang, Jirui Yang, Qi Ming, Wentao Wang, Qi Tian, Junchi Yan

* 15 pages, 5 figures, 7 tables 

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Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss


Jan 28, 2021
Xue Yang, Junchi Yan, Qi Ming, Wentao Wang, Xiaopeng Zhang, Qi Tian

* 15 pages, 6 figures, 9 tables, codes are available at https://github.com/yangxue0827/RotationDetection 

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Dense Label Encoding for Boundary Discontinuity Free Rotation Detection


Nov 19, 2020
Xue Yang, Liping Hou, Yue Zhou, Wentao Wang, Junchi Yan

* 12 pages, 6 figures, 8 tables 

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