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A Simple Data Mixing Prior for Improving Self-Supervised Learning


Jun 15, 2022
Sucheng Ren, Huiyu Wang, Zhengqi Gao, Shengfeng He, Alan Yuille, Yuyin Zhou, Cihang Xie

* CVPR2022 

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Can CNNs Be More Robust Than Transformers?


Jun 07, 2022
Zeyu Wang, Yutong Bai, Yuyin Zhou, Cihang Xie

* tech report; code is available at https://github.com/UCSC-VLAA/RobustCNN 

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One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks


May 24, 2022
Shutong Wu, Sizhe Chen, Cihang Xie, Xiaolin Huang


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Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks


May 24, 2022
Sizhe Chen, Zhehao Huang, Qinghua Tao, Yingwen Wu, Cihang Xie, Xiaolin Huang


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In Defense of Image Pre-Training for Spatiotemporal Recognition


May 03, 2022
Xianhang Li, Huiyu Wang, Chen Wei, Jieru Mei, Alan Yuille, Yuyin Zhou, Cihang Xie


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Fast AdvProp


Apr 21, 2022
Jieru Mei, Yucheng Han, Yutong Bai, Yixiao Zhang, Yingwei Li, Xianhang Li, Alan Yuille, Cihang Xie

* ICLR 2022 camera ready version 

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Learning to Bootstrap for Combating Label Noise


Feb 09, 2022
Yuyin Zhou, Xianhang Li, Fengze Liu, Xuxi Chen, Lequan Yu, Cihang Xie, Matthew P. Lungren, Lei Xing

* tech report; code is available at https://github.com/yuyinzhou/L2B 

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iBOT: Image BERT Pre-Training with Online Tokenizer


Nov 15, 2021
Jinghao Zhou, Chen Wei, Huiyu Wang, Wei Shen, Cihang Xie, Alan Yuille, Tao Kong


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Are Transformers More Robust Than CNNs?


Nov 10, 2021
Yutong Bai, Jieru Mei, Alan Yuille, Cihang Xie


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Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images


Oct 01, 2021
Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang, Cihang Xie, Quan Tran, Benjamin Van Durme, Alan Yuille

* To appear in ICCV2021; Code at https://github.com/Lizw14/CaliCO.git 

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