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Delving Deep into the Generalization of Vision Transformers under Distribution Shifts



Chongzhi Zhang , Mingyuan Zhang , Shanghang Zhang , Daisheng Jin , Qiang Zhou , Zhongang Cai , Haiyu Zhao , Shuai Yi , Xianglong Liu , Ziwei Liu

* Our code is available at https://github.com/Phoenix1153/ViT_OOD_generalization 

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Towards Overcoming False Positives in Visual Relationship Detection



Daisheng Jin , Xiao Ma , Chongzhi Zhang , Yizhuo Zhou , Jiashu Tao , Mingyuan Zhang , Haiyu Zhao , Shuai Yi , Zhoujun Li , Xianglong Liu , Hongsheng Li

* 13 pages, 5 figures 

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Patch Attack for Automatic Check-out



Aishan Liu , Jiakai Wang , Xianglong Liu , Chongzhi Zhang , Bowen Cao , Hang Yu


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Training Robust Deep Neural Networks via Adversarial Noise Propagation



Aishan Liu , Xianglong Liu , Chongzhi Zhang , Hang Yu , Qiang Liu , Junfeng He

* 14 pages 

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Towards Noise-Robust Neural Networks via Progressive Adversarial Training



Hang Yu , Aishan Liu , Xianglong Liu , Jichen Yang , Chongzhi Zhang


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Interpreting and Improving Adversarial Robustness with Neuron Sensitivity



Chongzhi Zhang , Aishan Liu , Xianglong Liu , Yitao Xu , Hang Yu , Yuqing Ma , Tianlin Li


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