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Jun Shu

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Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan

Aug 13, 2023
Yongheng Sun, Fan Wang, Jun Shu, Haifeng Wang, Li Wang. Deyu Meng, Chunfeng Lian

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DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning

May 13, 2023
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu

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Improve Noise Tolerance of Robust Loss via Noise-Awareness

Jan 18, 2023
Kehui Ding, Jun Shu, Deyu Meng, Zongben Xu

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CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning

Feb 22, 2022
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu

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Diagnosing Batch Normalization in Class Incremental Learning

Feb 16, 2022
Minghao Zhou, Quanziang Wang, Jun Shu, Qian Zhao, Deyu Meng

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Learning an Explicit Hyperparameter Prediction Policy Conditioned on Tasks

Jul 06, 2021
Jun Shu, Deyu Meng, Zongben Xu

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Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction

Sep 03, 2020
Ziyi Yang, Jun Shu, Yong Liang, Deyu Meng, Zongben Xu

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Meta Feature Modulator for Long-tailed Recognition

Aug 08, 2020
Renzhen Wang, Kaiqin Hu, Yanwen Zhu, Jun Shu, Qian Zhao, Deyu Meng

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Learning to Purify Noisy Labels via Meta Soft Label Corrector

Aug 03, 2020
Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng

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