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Towards Evaluating and Training Verifiably Robust Neural Networks



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



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



Zili Liu , Guodong Xu , Honghui Yang , Haifeng Liu , Deng Cai


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Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup



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



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



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



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


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