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Towards Evaluating and Training Verifiably Robust Neural Networks


Apr 05, 2021
Zhaoyang Lyu, Minghao Guo, Tong Wu, Guodong Xu, Kehuan Zhang, Dahua Lin

* Accepted to CVPR 2021 (Oral) 

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X-view: Non-egocentric Multi-View 3D Object Detector


Mar 24, 2021
Liang Xie, Guodong Xu, Deng Cai, Xiaofei He

* 9 pages, 5 figures 

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SparsePoint: Fully End-to-End Sparse 3D Object Detector


Mar 18, 2021
Zili Liu, Guodong Xu, Honghui Yang, Haifeng Liu, Deng Cai


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Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup


Dec 17, 2020
Guodong Xu, Ziwei Liu, Chen Change Loy

* The code is available at: https://github.com/xuguodong03/UNIXKD 

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Knowledge Distillation Meets Self-Supervision


Jul 13, 2020
Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy

* To appear in ECCV 2020. Code is available at: https://github.com/xuguodong03/SSKD 

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A Local-to-Global Approach to Multi-modal Movie Scene Segmentation


Apr 28, 2020
Anyi Rao, Linning Xu, Yu Xiong, Guodong Xu, Qingqiu Huang, Bolei Zhou, Dahua Lin

* CVPR2020. Project page: https://anyirao.com/projects/SceneSeg.html 

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Boundary-Aware Dense Feature Indicator for Single-Stage 3D Object Detection from Point Clouds


Apr 01, 2020
Guodong Xu, Wenxiao Wang, Zili Liu, Liang Xie, Zheng Yang, Haifeng Liu, Deng Cai


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PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module


Dec 02, 2019
Liang Xie, Chao Xiang, Zhengxu Yu, Guodong Xu, Zheng Yang, Deng Cai, Xiaofei He

* 8 pages, 5 figures 

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Training-Time-Friendly Network for Real-Time Object Detection


Sep 02, 2019
Zili Liu, Tu Zheng, Guodong Xu, Zheng Yang, Haifeng Liu, Deng Cai

* 8 pages, 4 figures 

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Removing out-of-focus blur from a single image


Aug 28, 2018
Guodong Xu, Chaoqiang Liu, Hui Ji


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Weighted total variation based convex clustering


Aug 28, 2018
Guodong Xu, Yu Xia, Hui Ji


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