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SEA: Bridging the Gap Between One- and Two-stage Detector Distillation via SEmantic-aware Alignment



Yixin Chen , Zhuotao Tian , Pengguang Chen , Shu Liu , Jiaya Jia

* Preprint Version 

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Adversarial Attacks on ML Defense Models Competition



Yinpeng Dong , Qi-An Fu , Xiao Yang , Wenzhao Xiang , Tianyu Pang , Hang Su , Jun Zhu , Jiayu Tang , Yuefeng Chen , XiaoFeng Mao , Yuan He , Hui Xue , Chao Li , Ye Liu , Qilong Zhang , Lianli Gao , Yunrui Yu , Xitong Gao , Zhe Zhao , Daquan Lin , Jiadong Lin , Chuanbiao Song , Zihao Wang , Zhennan Wu , Yang Guo , Jiequan Cui , Xiaogang Xu , Pengguang Chen

* Competition Report 

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Deep Structured Instance Graph for Distilling Object Detectors



Yixin Chen , Pengguang Chen , Shu Liu , Liwei Wang , Jiaya Jia

* ICCV 2021 

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Exploring and Improving Mobile Level Vision Transformers



Pengguang Chen , Yixin Chen , Shu Liu , Mingchang Yang , Jiaya Jia

* 10 pages; 5 figures; preprint 

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Distilling Knowledge via Knowledge Review



Pengguang Chen , Shu Liu , Hengshuang Zhao , Jiaya Jia

* CVPR 2021 

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Jigsaw Clustering for Unsupervised Visual Representation Learning



Pengguang Chen , Shu Liu , Jiaya Jia

* CVPR 2021 Oral 

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GridMask Data Augmentation



Pengguang Chen , Shu Liu , Hengshuang Zhao , Jiaya Jia


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