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Bag of Tricks for FGSM Adversarial Training


Sep 06, 2022
Zichao Li, Li Liu, Zeyu Wang, Yuyin Zhou, Cihang Xie


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Masked Autoencoders Enable Efficient Knowledge Distillers


Aug 25, 2022
Yutong Bai, Zeyu Wang, Junfei Xiao, Chen Wei, Huiyu Wang, Alan Yuille, Yuyin Zhou, Cihang Xie


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Multiple Instance Neuroimage Transformer


Aug 19, 2022
Ayush Singla, Qingyu Zhao, Daniel K. Do, Yuyin Zhou, Kilian M. Pohl, Ehsan Adeli


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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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Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging


May 17, 2022
Rui Yan, Liangqiong Qu, Qingyue Wei, Shih-Cheng Huang, Liyue Shen, Daniel Rubin, Lei Xing, Yuyin Zhou

* Code and trained models are available at: https://github.com/rui-yan/SSL-FL 

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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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CD$^2$-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning


Apr 08, 2022
Yiqing Shen, Yuyin Zhou, Lequan Yu

* Accepted by CVPR2022 

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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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External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data


Jan 04, 2022
Yuyin Zhou, David Dreizin, Yan Wang, Fengze Liu, Wei Shen, Alan L. Yuille

* IEEE TMI 

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