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Prototype-Anchored Learning for Learning with Imperfect Annotations


Jun 23, 2022
Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji

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* ICML 2022 

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Learning Towards the Largest Margins


Jun 23, 2022
Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji

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* ICLR 2022 

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Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon


Mar 23, 2022
Yiqi Zhong, Xianming Liu, Deming Zhai, Junjun Jiang, Xiangyang Ji

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* This paper has been accepted by CVPR2022. Code: https://github.com/hncszyq/ShadowAttack 

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Learning with Noisy Labels via Sparse Regularization


Jul 31, 2021
Xiong Zhou, Xianming Liu, Chenyang Wang, Deming Zhai, Junjun Jiang, Xiangyang Ji

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* ICCV 2021 

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Unsupervised Constrative Person Re-identification


Oct 15, 2020
Bo Pang, Deming Zhai, Junjun Jiang, Xianming Liu

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Single Image Deraining via Scale-space Invariant Attention Neural Network


Jun 11, 2020
Bo Pang, Deming Zhai, Junjun Jiang, Xianming Liu

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Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis


Mar 18, 2020
Ruifeng Shi, Deming Zhai, Xianming Liu, Junjun Jiang, Wen Gao

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ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising


Mar 04, 2020
Yongsen Zhao, Deming Zhai, Junjun Jiang, Xianming Liu

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