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Revisiting Open World Object Detection



Xiaowei Zhao , Xianglong Liu , Yifan Shen , Yixuan Qiao , Yuqing Ma , Duorui Wang


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Towards Real-world X-ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection



Renshuai Tao , Yanlu Wei , Xiangjian Jiang , Hainan Li , Haotong Qin , Jiakai Wang , Yuqing Ma , Libo Zhang , Xianglong Liu


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A Comprehensive Evaluation Framework for Deep Model Robustness



Aishan Liu , Xianglong Liu , Jun Guo , Jiakai Wang , Yuqing Ma , Ze Zhao , Xinghai Gao , Gang Xiao

* 13 pages 

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Occluded Prohibited Items Detection: An X-ray Security Inspection Benchmark and De-occlusion Attention Module



Yanlu Wei , Renshuai Tao , Zhangjie Wu , Yuqing Ma , Libo Zhang , Xianglong Liu

* 10 pages, 7 figures; for data and code, see https://github.com/OPIXray-author/OPIXray 

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Adversarial Attacks for Embodied Agents



Aishan Liu , Tairan Huang , Xianglong Liu , Yitao Xu , Yuqing Ma , Xinyun Chen , Stephen J. Maybank , Dacheng Tao

* 17 pages, 9 figures 

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Hierarchical Rule Induction Network for Abstract Visual Reasoning



Sheng Hu , Yuqing Ma , Xianglong Liu , Yanlu Wei , Shihao Bai


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Region-wise Generative Adversarial ImageInpainting for Large Missing Areas



Yuqing Ma , Xianglong Liu , Shihao Bai , Lei Wang , Aishan Liu , Dacheng Tao , Edwin Hancock

* 13 pages, 8 figures, 3 tables 

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